%gecco2017.awk Revision: 1.8 $ by WBL http://www.cs.ucl.ac.uk/staff/W.Langdon/ 09 Aug 2017 @inproceedings{Brockhoff:2017:GECCO, author = {Dimo Brockhoff}, title = {GECCO 2017 Tutorial on Evolutionary Multiobjective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {335--358}, size = {24 pages}, url = {http://doi.acm.org/10.1145/3067695.3067708}, doi = {10.1145/3067695.3067708}, acmid = {3067708}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Brockhoff:2017:GTE:3067695.3067708} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Thierens:2017:GECCO, author = {Dirk Thierens and Peter A. N. Bosman}, title = {Model-based Evolutionary Algorithms: GECCO 2017 Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {545--575}, size = {31 pages}, url = {http://doi.acm.org/10.1145/3067695.3067717}, doi = {10.1145/3067695.3067717}, acmid = {3067717}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Thierens:2017:MEA:3067695.3067717} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kerschke:2017:GECCO, author = {Pascal Kerschke and Mike Preuss}, title = {Exploratory Landscape Analysis: Advanced Tutorial at GECCO 2017}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {762--781}, size = {20 pages}, url = {http://doi.acm.org/10.1145/3067695.3067696}, doi = {10.1145/3067695.3067696}, acmid = {3067696}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Kerschke:2017:ELA:3067695.3067696} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sudholt:2017:GECCO, author = {Dirk Sudholt}, title = {Theory of Swarm Intelligence: Tutorial at GECCO 2017}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {902--921}, size = {20 pages}, url = {http://doi.acm.org/10.1145/3067695.3067702}, doi = {10.1145/3067695.3067702}, acmid = {3067702}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Sudholt:2017:TSI:3067695.3067702} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @procGECCO, title = {GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, publisher = {ACM}, publisher_address = {New York, NY, USA}, key = {{$\!\!$}} , month = {15-19 July}, notes = {Also known as \cite{2017:3067695} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @proceedings{Bosman:2017:GECCO, title = {GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Bosman:2017:3071178} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Aleti:2017:GECCO, author = {Aldeida Aleti and Katherine Malan and Irene Moser}, title = {Fitness Landscape Characterisation of Optimisation Problems: GECCO 2017 Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {435--449}, size = {15 pages}, url = {http://doi.acm.org/10.1145/3067695.3067720}, doi = {10.1145/3067695.3067720}, acmid = {3067720}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Aleti:2017:FLC:3067695.3067720} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lehre:2017:GECCO, author = {Per Kristian Lehre and Pietro S. Oliveto}, title = {Runtime Analysis of Population-based Evolutionary Algorithms: Introductory Tutorial at GECCO 2017}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {414--434}, size = {21 pages}, url = {http://doi.acm.org/10.1145/3067695.3067714}, doi = {10.1145/3067695.3067714}, acmid = {3067714}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Lehre:2017:RAP:3067695.3067714} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zincir-Heywood:2017:GECCO, author = {Nur Zincir-Heywood and Gunes Kayacik}, title = {Evolutionary Computation in Network Management and Security: GECCO 2017 Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1094--1112}, size = {19 pages}, url = {http://doi.acm.org/10.1145/3067695.3067726}, doi = {10.1145/3067695.3067726}, acmid = {3067726}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Zincir-Heywood:2017:ECN:3067695.3067726} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fenton:2017:GECCO, author = {Michael Fenton and David Lynch and Stepan Kucera and Holger Claussen and Michael O'Neill}, title = {Multilayer Optimization of Heterogeneous Networks Using Grammatical Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {3--4}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084378}, doi = {10.1145/3067695.3084378}, acmid = {3084378}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, evolutionary computation, grammatical genetic programming, wireless communications networks}, month = {15-19 July}, notes = {Also known as \cite{Fenton:2017:MOH:3067695.3084378} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mokhtar:2017:GECCO, author = {Maizura Mokhtar and Ian Hunt and Stephen Burns and Dave Ross}, title = {Effective Visualisation of the High-dimensional Pareto-optimal Solutions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {9--10}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084377}, doi = {10.1145/3067695.3084377}, acmid = {3084377}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {multi-objective optimisation, parallel coordinates, visualisation, waste heat recovery}, month = {15-19 July}, notes = {Also known as \cite{Mokhtar:2017:EVH:3067695.3084377} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Witt:2017:GECCO, author = {Carsten Witt}, title = {Upper Bounds on the Runtime of the Univariate Marginal Distribution Algorithm on Onemax}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1415--1422}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071216}, doi = {10.1145/3071178.3071216}, acmid = {3071216}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {UMDA, estimation of distribution algorithms, runtime analysis, theory}, month = {15-19 July}, notes = {Also known as \cite{Witt:2017:UBR:3071178.3071216} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Berny:2017:GECCO, author = {Arnaud Berny}, title = {In Hypercubo Nigrae Capsulae Optimum}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1179--1186}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082472}, doi = {10.1145/3067695.3082472}, acmid = {3082472}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {C++ framework, benchmarking, bit vectors, black box optimization, evolutionary algorithms, local search}, month = {15-19 July}, notes = {Also known as \cite{Berny:2017:HNC:3067695.3082472} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Duro:2017:GECCO, author = {Richard J. Duro and Jose A. Becerra and Juan Monroy and Luis Calvo}, title = {Context Nodes in the Operation of a Long Term Memory Structure for an Evolutionary Cognitive Architecture}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1172--1176}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3082465}, doi = {10.1145/3067695.3082465}, acmid = {3082465}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cognition, long term memory, multilevel darwinist brain, network memory}, month = {15-19 July}, notes = {Also known as \cite{Duro:2017:CNO:3067695.3082465} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bulanova:2017:GECCO, author = {Nina Bulanova and Maxim Buzdalov}, title = {On Binary Unbiased Operators Returning Multiple Offspring}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1395--1398}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082505}, doi = {10.1145/3067695.3082505}, acmid = {3082505}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {OneMax, black-box complexity, crossovers, needle}, month = {15-19 July}, notes = {Also known as \cite{Bulanova:2017:BUO:3067695.3082505} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cody-Kenny:2017:GECCO, author = {Brendan Cody-Kenny and Michael Fenton and Michael O'Neill}, title = {From Problem Landscapes to Language Landscapes: Questions in Genetic Improvement}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1509--1510}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082522}, doi = {10.1145/3067695.3082522}, acmid = {3082522}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {learning, search, software engineering}, month = {15-19 July}, notes = {Also known as \cite{Cody-Kenny:2017:PLL:3067695.3082522} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Veerapen:2017:GECCO, author = {Nadarajen Veerapen and Fabio Daolio and Gabriela Ochoa}, title = {Modelling Genetic Improvement Landscapes with Local Optima Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1543--1548}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082518}, doi = {10.1145/3067695.3082518}, acmid = {3082518}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {fitness landscape, genetic improvement, local optima network}, month = {15-19 July}, notes = {Also known as \cite{Veerapen:2017:MGI:3067695.3082518} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Harrabi:2017:GECCO, author = {Olfa Harrabi and Ezzeddine Fatnassi and Hend Bouziri and Jouhaina Chaouachi}, title = {A Bi-objective Memetic Algorithm Proposal for Solving the Minimum Sum Coloring Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {27--28}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082035}, doi = {10.1145/3067695.3082035}, acmid = {3082035}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {VEGA algorithm, bi-objective formulation, chromatic sum, memetic algorithms, sum coloring problem, tabu search}, month = {15-19 July}, notes = {Also known as \cite{Harrabi:2017:BMA:3067695.3082035} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ben-Romdhane:2017:GECCO, author = {Hajer Ben-Romdhane and Enrique Alba and Saoussen Krichen}, title = {A New Evolutionary Approach Using Pre-post Testing to Trigger Exploration and Exploitation in DOPs}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {99--100}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076022}, doi = {10.1145/3067695.3076022}, acmid = {3076022}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic optimization, evolutionary algorithms, exploration-exploitation tradeoff, pre-post testing}, month = {15-19 July}, notes = {Also known as \cite{Ben-Romdhane:2017:NEA:3067695.3076022} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Santiago:2017:GECCO, author = {Rafael Santiago and Lu\'{\i}s C. Lamb}, title = {Efficient Quantitative Heuristics for Graph Clustering}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {117--118}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075995}, doi = {10.1145/3067695.3075995}, acmid = {3075995}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {graph clustering, large graphs, modularity density maximization}, month = {15-19 July}, notes = {Also known as \cite{Santiago:2017:EQH:3067695.3075995} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dror:2017:GECCO, author = {Rotem Dror and Amir Kantor and Michael Masin and Segev Shlomov}, title = {Set-SMAA for Finding Preferable Multi-objective Solutions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {149--150}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076005}, doi = {10.1145/3067695.3076005}, acmid = {3076005}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {decision-making, fitness evaluation, multi-objective optimization, recommender systems, stochastic multi-criteria acceptability analysis}, month = {15-19 July}, notes = {Also known as \cite{Dror:2017:SFP:3067695.3076005} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Soros:2017:GECCO, author = {L. B. Soros and Justin K. Pugh and Kenneth O. Stanley}, title = {Voxelbuild: A Minecraft-inspired Domain for Experiments in Evolutionary Creativity}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {95--96}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075605}, doi = {10.1145/3067695.3075605}, acmid = {3075605}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {neuroevolution, open-ended evolution, quality diversity}, month = {15-19 July}, notes = {Also known as \cite{Soros:2017:VMD:3067695.3075605} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ogino:2017:GECCO, author = {Yuka Ogino and Ryoya Iida and Tobias Rodemann}, title = {Using Desirability Functions for Many-objective Optimization of a Hybrid Car Controller}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {297--298}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075982}, doi = {10.1145/3067695.3075982}, acmid = {3075982}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {car controller, desirability function, many-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Ogino:2017:UDF:3067695.3075982} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Picek:2017:GECCO, author = {Stjepan Picek and Domagoj Jakobovic and Una-May O'Reilly}, title = {CryptoBench: Benchmarking Evolutionary Algorithms with Cryptographic Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1597--1604}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082535}, doi = {10.1145/3067695.3082535}, acmid = {3082535}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {benchmark, boolean functions, evolutionary computation, physically unclonable functions, vectorial boolean functions}, month = {15-19 July}, notes = {Also known as \cite{Picek:2017:CBE:3067695.3082535} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Weber:2017:GECCO, author = {Jonas B. Weber and Ulf Lorenz}, title = {Optimizing Booster Stations}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1303--1310}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082482}, doi = {10.1145/3067695.3082482}, acmid = {3082482}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {application of discrete mathematics, booster station, pressure booster system, system synthesis, technical operations research}, month = {15-19 July}, notes = {Also known as \cite{Weber:2017:OBS:3067695.3082482} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Komarnicki:2017:GECCO, author = {Marcin M. Komarnicki and Michal W. Przewozniczek}, title = {Parameter-less Population Pyramid with Feedback}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {109--110}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076065}, doi = {10.1145/3067695.3076065}, acmid = {3076065}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {coevolution, genetic algorithms, linkage learning}, month = {15-19 July}, notes = {Also known as \cite{Komarnicki:2017:PPP:3067695.3076065} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Langdon:2017:GECCO, author = {William B. Langdon}, title = {Long-term Evolution of Genetic Programming Populations}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {235--236}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075965}, doi = {10.1145/3067695.3075965}, acmid = {3075965}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, keywords = {genetic algorithms, genetic programming}, notes = {Also known as \cite{Langdon:2017:LEG:3067695.3075965} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Krawiec:2017:GECCO, author = {Krzysztof Krawiec and Malcolm Heywood}, title = {Solving Complex Problems with Coevolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {782--806}, size = {25 pages}, url = {http://doi.acm.org/10.1145/3067695.3067705}, doi = {10.1145/3067695.3067705}, acmid = {3067705}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Krawiec:2017:SCP:3067695.3067705} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mouret:2017:GECCO, author = {Jean-Baptiste Mouret and Konstantinos Chatzilygeroudis}, title = {20 Years of Reality Gap: A Few Thoughts About Simulators in Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1121--1124}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082052}, doi = {10.1145/3067695.3082052}, acmid = {3082052}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Mouret:2017:YRG:3067695.3082052} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hagg:2017:GECCO, author = {Alexander Hagg}, title = {Hierarchical Surrogate Modeling for Illumination Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1407--1410}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082495}, doi = {10.1145/3067695.3082495}, acmid = {3082495}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bagging, evolutionary illumination, surrogate modeling}, month = {15-19 July}, notes = {Also known as \cite{Hagg:2017:HSM:3067695.3082495} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hasegawa:2017:GECCO, author = {Taku Hasegawa and Naoki Mori and Keinosuke Matsumoto}, title = {Genetic Programming with Multi-layered Population Structure}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {229--230}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076048}, doi = {10.1145/3067695.3076048}, acmid = {3076048}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, local search, population structure}, month = {15-19 July}, notes = {Also known as \cite{Hasegawa:2017:GPM:3067695.3076048} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gasko:2017:GECCO, author = {No{\'e}mi Gask\'{o} and Florentin Bota and Mihai Suciu and Rodica Ioana Lung}, title = {Community Structure Detection in Multipartite Networks: A New Fitness Measure}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {259--265}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3071178.3071295}, doi = {10.1145/3071178.3071295}, acmid = {3071295}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {community structure, fitness function, multipartite networks}, month = {15-19 July}, notes = {Also known as \cite{Gasko:2017:CSD:3071178.3071295} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wessing:2017:GECCO, author = {Simon Wessing}, title = {Benchmarking the SMS-EMOA with Self-adaptation on the Bbob-biobj Test Suite}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1772--1779}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084205}, doi = {10.1145/3067695.3084205}, acmid = {3084205}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {benchmarking, bi-objective optimization, black-box optimization}, month = {15-19 July}, notes = {Also known as \cite{Wessing:2017:BSS:3067695.3084205} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Polisciuc:2017:GECCO, author = {Evgheni Polisciuc and Ant\'{o}nio Cruz and Penousal Machado and Joel P. Arrais}, title = {On the Role of Aesthetics in Genetic Algorithms Applied to Graph Drawing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1713--1720}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082552}, doi = {10.1145/3067695.3082552}, acmid = {3082552}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {aesthetics, circular network layout, edge bundling, genetic algorithms, graph drawing}, month = {15-19 July}, notes = {Also known as \cite{Polisciuc:2017:RAG:3067695.3082552} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Borkowski:2017:GECCO, author = {Richard Borkowski and Heiko Hamann}, title = {Evolving Robot Swarm Behaviors by Minimizing Surprise: Results of Simulations in 2-d on a Torus}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1679--1680}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082548}, doi = {10.1145/3067695.3082548}, acmid = {3082548}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Borkowski:2017:ERS:3067695.3082548} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Goss:2017:GECCO, author = {R. G. Goss and G. S. Nitschke}, title = {Automated Pattern Identification and Classification: Anomaly Detection Case Study}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {59--60}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076018}, doi = {10.1145/3067695.3076018}, acmid = {3076018}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {anomaly detection, genetic algorithms, neural networks}, month = {15-19 July}, notes = {Also known as \cite{Goss:2017:API:3067695.3076018} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lensen:2017:GECCO, author = {Andrew Lensen and Bing Xue and Mengjie Zhang}, title = {GPGC: Genetic Programming for Automatic Clustering Using a Flexible Non-hyper-spherical Graph-based Approach}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {449--456}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071222}, doi = {10.1145/3071178.3071222}, acmid = {3071222}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, automatic clustering, cluster analysis, evolutionary computation, feature construction, graph-based clustering}, month = {15-19 July}, notes = {Also known as \cite{Lensen:2017:GGP:3071178.3071222} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Howard:2017:GECCO, author = {Gerard David Howard}, title = {On Self-adaptive Rate Restarts for Evolutionary Robotics with Real Rotorcraft}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {123--130}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071248}, doi = {10.1145/3071178.3071248}, acmid = {3071248}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {differential evolution, evolutionary robotics, evolvable hardware, self-adaptation}, month = {15-19 July}, notes = {Also known as \cite{Howard:2017:SRR:3071178.3071248} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gillespie:2017:GECCO, author = {Lauren E. Gillespie and Gabriela R. Gonzalez and Jacob Schrum}, title = {Comparing Direct and Indirect Encodings Using Both Raw and Hand-designed Features in Tetris}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {179--186}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071195}, doi = {10.1145/3071178.3071195}, acmid = {3071195}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {games, indirect encoding, neural networks, tetris}, month = {15-19 July}, notes = {Also known as \cite{Gillespie:2017:CDI:3071178.3071195} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sanches:2017:GECCO, author = {Danilo Sanches and Darrell Whitley and Renato Tin\'{o}s}, title = {Building a Better Heuristic for the Traveling Salesman Problem: Combining Edge Assembly Crossover and Partition Crossover}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {329--336}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071305}, doi = {10.1145/3071178.3071305}, acmid = {3071305}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, edge assembly crossover, partition crossover, recombination operators, traveling salesman problem}, month = {15-19 July}, notes = {Also known as \cite{Sanches:2017:BBH:3071178.3071305} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Michalak:2017:GECCO, author = {Krzysztof Michalak}, title = {Simulation-based Crossover for the Firefighter Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {601--608}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071335}, doi = {10.1145/3071178.3071335}, acmid = {3071335}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {firefighter problem, graph-based optimization, multi-objective evolutionary optimization, operator autoadaptation}, month = {15-19 July}, notes = {Also known as \cite{Michalak:2017:SCF:3071178.3071335} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Beyer:2017:GECCO, author = {Hans-Georg Beyer and Michael Hellwig}, title = {Analysis of the pcCMSA-ES on the Noisy Ellipsoid Model}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {689--696}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079195}, doi = {10.1145/3071178.3079195}, acmid = {3079195}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamical systems approach, evolution strategies, noisy ellipsoid model, population size control, self-adaptation}, month = {15-19 July}, notes = {Also known as \cite{Beyer:2017:APN:3071178.3079195} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Krawec:2017:GECCO, author = {Walter O. Krawec and Michael G. Nelson and Eric P. Geiss}, title = {Automatic Generation of Optimal Quantum Key Distribution Protocols}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1153--1160}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071182}, doi = {10.1145/3071178.3071182}, acmid = {3071182}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, quantum key distribution}, month = {15-19 July}, notes = {Also known as \cite{Krawec:2017:AGO:3071178.3071182} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rothlauf:2017:GECCO, author = {Franz Rothlauf}, title = {Representations for Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {489--509}, size = {21 pages}, url = {http://doi.acm.org/10.1145/3067695.3067718}, doi = {10.1145/3067695.3067718}, acmid = {3067718}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Rothlauf:2017:REA:3067695.3067718} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lopez-Ibanez:2017:GECCO, author = {Manuel L\'{o}pez-Ib\'{a}\~{n}ez and Thomas St\"{u}tzle}, title = {Automated Offline Design of Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1038--1065}, size = {28 pages}, url = {http://doi.acm.org/10.1145/3067695.3067722}, doi = {10.1145/3067695.3067722}, acmid = {3067722}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Lopez-Ibanez:2017:AOD:3067695.3067722} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cussat-Blanc:2017:GECCO, author = {Sylvain Cussat-Blanc and Wolfgang Banzhaf}, title = {Introduction to Gene Regulatory Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {359--372}, size = {14 pages}, url = {http://doi.acm.org/10.1145/3067695.3067728}, doi = {10.1145/3067695.3067728}, acmid = {3067728}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Cussat-Blanc:2017:IGR:3067695.3067728} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{deVladar:2017:GECCO, author = {Harold P. {de Vladar}}, title = {Cognitive Cultural Dynamics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1165--1171}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082464}, doi = {10.1145/3067695.3082464}, acmid = {3082464}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cognition, culture, evolution, language, neuronal replicators, spatial systems, stochastic models}, month = {15-19 July}, notes = {Also known as \cite{deVladar:2017:CCD:3067695.3082464} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Orlov:2017:GECCO, author = {Michael Orlov}, title = {Evolving Software Building Blocks with FINCH}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1539--1540}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082521}, doi = {10.1145/3067695.3082521}, acmid = {3082521}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, Java bytecode, genetic improvement}, month = {15-19 July}, notes = {Also known as \cite{Orlov:2017:ESB:3067695.3082521} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Harada:2017:GECCO, author = {Tomohiro Harada and Keiki Takadama}, title = {A Study of Self-adaptive Semi-asynchronous Evolutionary Algorithm on Multi-objective Optimization Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1812--1819}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084221}, doi = {10.1145/3067695.3084221}, acmid = {3084221}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {asynchronous evolutionary algorithm, asynchrony, multi-objective optimization, parallelization, self-adaptation}, month = {15-19 July}, notes = {Also known as \cite{Harada:2017:SSS:3067695.3084221} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dib:2017:GECCO, author = {O. Dib and A. Caminada and M-A. Manier and L. Moalic}, title = {A Memetic Algorithm for Computing Multicriteria Shortest Paths in Stochastic Multimodal Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {103--104}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076064}, doi = {10.1145/3067695.3076064}, acmid = {3076064}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, hill climbing, memetic algorithms, multicriteria optimization, stochastic multimodal networks}, month = {15-19 July}, notes = {Also known as \cite{Dib:2017:MAC:3067695.3076064} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Couvertier:2017:GECCO, author = {Daniel J. Couvertier and Erik Goodman and Kalyanmoy Deb}, title = {Towards an Epigenetics-inspired Control System for Power Dispatch Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {147--148}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076104}, doi = {10.1145/3067695.3076104}, acmid = {3076104}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial neural networks (ANNs), epigenetics, power dispatch problem, uncertainty}, month = {15-19 July}, notes = {Also known as \cite{Couvertier:2017:TEC:3067695.3076104} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kessaci:2017:GECCO, author = {Yacine Kessaci}, title = {A Multi-objective Continuous Genetic Algorithm for Financial Portfolio Optimization Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {151--152}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075977}, doi = {10.1145/3067695.3075977}, acmid = {3075977}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {continuous optimization problem, financial portfolio management, genetic algorithm, multi-objective optimization, real world problem}, month = {15-19 July}, notes = {Also known as \cite{Kessaci:2017:MCG:3067695.3075977} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{McPhee:2017:GECCO, author = {Nicholas Freitag McPhee and Maggie M. Casale and Mitchell Finzel and Thomas Helmuth and Lee Spector}, title = {Visualizing Genetic Programming Ancestries Using Graph Databases}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {245--246}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075617}, doi = {10.1145/3067695.3075617}, acmid = {3075617}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, ancestry, graph database, visualization}, month = {15-19 July}, notes = {Also known as \cite{McPhee:2017:VGP:3067695.3075617} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Garcia:2017:GECCO, author = {Dennis Garcia and Anthony Erb Lugo and Erik Hemberg and Una-May O'Reilly}, title = {Investigating Coevolutionary Archive Based Genetic Algorithms on Cyber Defense Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1455--1462}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3076081}, doi = {10.1145/3067695.3076081}, acmid = {3076081}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {coevolution, cybersecurity, evolutionary algorithms, genetic algorithms, network}, month = {15-19 July}, notes = {Also known as \cite{Garcia:2017:ICA:3067695.3076081} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Craven:2017:GECCO, author = {Matthew J. Craven and Simon P. Martin}, title = {BBIOS: A Characterization of Evolutionary Algorithm Stability}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {17--18}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082034}, doi = {10.1145/3067695.3082034}, acmid = {3082034}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamical system, evolutionary algorithm, perturbation, stability}, month = {15-19 July}, notes = {Also known as \cite{Craven:2017:BCE:3067695.3082034} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{He:2017:GECCO, author = {Jun He and Yuren Zhou and Guangming Li}, title = {An Initial Error Analysis for Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {317--318}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075981}, doi = {10.1145/3067695.3075981}, acmid = {3075981}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {algorithm analysis, approximation error, convergence rate, evolutionary algorithms}, month = {15-19 July}, notes = {Also known as \cite{He:2017:IEA:3067695.3075981} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Coello:2017:GECCO, author = {Carlos A. Coello Coello}, title = {Constraint-handling Techniques Used with Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {675--701}, size = {27 pages}, url = {http://doi.acm.org/10.1145/3067695.3067704}, doi = {10.1145/3067695.3067704}, acmid = {3067704}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Coello:2017:CTU:3067695.3067704} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Auger:2017:GECCO, author = {Anne Auger and Nikolaus Hansen}, title = {Introduction to Randomized Continuous Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {319--334}, size = {16 pages}, url = {http://doi.acm.org/10.1145/3067695.3067721}, doi = {10.1145/3067695.3067721}, acmid = {3067721}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Auger:2017:IRC:3067695.3067721} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{DeFalco:2017:GECCO, author = {Ivanoe {De Falco} and Antonio Delia Cioppa and Umberto Scafuri and Ernesto Tarantino}, title = {Exploiting Diversity in an Asynchronous Migration Model for Distributed Differential Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1880--1887}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084217}, doi = {10.1145/3067695.3084217}, acmid = {3084217}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {asynchronous model, distributed differential evolution, performance evaluation}, month = {15-19 July}, notes = {Also known as \cite{DeFalco:2017:EDA:3067695.3084217} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bredeche:2017:GECCO, author = {Nicolas Bredeche and Jean-Marc Montanier and Simon Carrignon}, title = {Benefits of Proportionate Selection in Embodied Evolution: A Case Study with Behavioural Specialization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1683--1684}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082551}, doi = {10.1145/3067695.3082551}, acmid = {3082551}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {embodied evolution, evolutionary robotics, swarm robotics}, month = {15-19 July}, notes = {Also known as \cite{Bredeche:2017:BPS:3067695.3082551} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Aydin:2017:GECCO, author = {Do\u{g}an Aydin and G\"{u}rcan Yavuz}, title = {Self-adaptive Search Equation-based Artificial Bee Colony Algorithm with CMA-ES on the Noiseless BBOB Testbed}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1742--1749}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084204}, doi = {10.1145/3067695.3084204}, acmid = {3084204}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial bee colony, benchmarking, continuous domains, self-adaptation}, month = {15-19 July}, notes = {Also known as \cite{Aydin:2017:SSE:3067695.3084204} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hanster:2017:GECCO, author = {Christian Hanster and Pascal Kerschke}, title = {Flaccogui: Exploratory Landscape Analysis for Everyone}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1215--1222}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082477}, doi = {10.1145/3067695.3082477}, acmid = {3082477}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {R-package, automated algorithm selection, continuous optimization, exploratory landscape analysis, graphical user interface}, month = {15-19 July}, notes = {Also known as \cite{Hanster:2017:FEL:3067695.3082477} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Makanju:2017:GECCO, author = {Adetokunbo Makanju and A. Nur Zincir-Heywood and Shinsaku Kiyomoto}, title = {On Evolutionary Computation for Moving Target Defense in Software Defined Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {287--288}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075604}, doi = {10.1145/3067695.3075604}, acmid = {3075604}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, moving target defense, software defined networks}, month = {15-19 July}, notes = {Also known as \cite{Makanju:2017:ECM:3067695.3075604} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lugo:2017:GECCO, author = {Anthony Erb Lugo and Dennis Garcia and Erik Hemberg and Una-May O'Reilly}, title = {Developing Proactive Defenses for Computer Networks with Coevolutionary Genetic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {273--274}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3089234}, doi = {10.1145/3067695.3089234}, acmid = {3089234}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cybersecurity coevolution, evolutionary algorithms, network}, month = {15-19 July}, notes = {Also known as \cite{Lugo:2017:DPD:3067695.3089234} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Konsella:2017:GECCO, author = {Riley Konsella and Frank Chiarulli and John Peterson and John Rieffel}, title = {A Baseline-realistic Objective Open-ended Kinematics Simulator for Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1113--1116}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082164}, doi = {10.1145/3067695.3082164}, acmid = {3082164}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, reality, simulation}, month = {15-19 July}, notes = {Also known as \cite{Konsella:2017:BOO:3067695.3082164} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sherry:2017:GECCO, author = {Dylan Sherry and Michael Schmidt}, title = {Performance Testing of Automated Modeling for Industrial Applications}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1605--1612}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082534}, doi = {10.1145/3067695.3082534}, acmid = {3082534}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, benchmark, case study, machine learning, performance test}, month = {15-19 July}, notes = {Also known as \cite{Sherry:2017:PTA:3067695.3082534} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bougrine:2017:GECCO, author = {Saad Bougrine and Mohammed Amine El Majdouli and Abdelhakim Ameur El Imrani}, title = {A Novel Iterative Improvement Pivoting Rule for Local Search Heuristics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {13--14}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082047}, doi = {10.1145/3067695.3082047}, acmid = {3082047}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NP-hard optimization, combinatorial problems, evolutionary computation, first improvement, local search, single machine scheduling}, month = {15-19 July}, notes = {Also known as \cite{Bougrine:2017:NII:3067695.3082047} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Boumaza:2017:GECCO, author = {Amine Boumaza}, title = {Phylogeny of Embodied Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1681--1682}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082547}, doi = {10.1145/3067695.3082547}, acmid = {3082547}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {online embodied evolution, phylogeny, population dynamics}, month = {15-19 July}, notes = {Also known as \cite{Boumaza:2017:PEE:3067695.3082547} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wang:2017:GECCO, author = {Hao Wang and Bas {van Stein} and Michael Emmerich and Thomas B\"{a}ck}, title = {Time Complexity Reduction in Efficient Global Optimization Using Cluster Kriging}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {889--896}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071321}, doi = {10.1145/3071178.3071321}, acmid = {3071321}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {big-data, efficient global optimization, kriging, surrogate-assisted optimization}, month = {15-19 July}, notes = {Also known as \cite{Wang:2017:TCR:3071178.3071321} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kessentini:2017:GECCO, author = {Marouane Kessentini and Troh Josselin Dea and Ali Ouni}, title = {A Context-based Refactoring Recommendation Approach Using Simulated Annealing: Two Industrial Case Studies}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1303--1310}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071334}, doi = {10.1145/3071178.3071334}, acmid = {3071334}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {refactoring, search based software engineering, software quality}, month = {15-19 July}, notes = {Also known as \cite{Kessentini:2017:CRR:3071178.3071334} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lehre:2017:GECCOa, author = {Per Kristian Lehre and Phan Trung Hai Nguyen}, title = {Improved Runtime Bounds for the Univariate Marginal Distribution Algorithm via Anti-concentration}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1383--1390}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071317}, doi = {10.1145/3071178.3071317}, acmid = {3071317}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {estimation of distribution algorithms, level-based analysis, runtime analysis}, month = {15-19 July}, notes = {Also known as \cite{Lehre:2017:IRB:3071178.3071317} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Meyer-Nieberg:2017:GECCO, author = {Silja Meyer-Nieberg}, title = {Coordinating a Team of Searchers: Of Ants, Swarms, and Slime Molds}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {27--34}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071277}, doi = {10.1145/3071178.3071277}, acmid = {3071277}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {mobile targets, search, swarm intelligence, uncertainty}, month = {15-19 July}, notes = {Also known as \cite{Meyer-Nieberg:2017:CTS:3071178.3071277} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Corus:2017:GECCO, author = {Dogan Corus and Pietro S. Oliveto and Donya Yazdani}, title = {On the Runtime Analysis of the opt-IA Artificial Immune System}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {83--90}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079194}, doi = {10.1145/3071178.3079194}, acmid = {3079194}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ageing, artificial immune systems, hypermutation, mutation potential, runtime analysis, stop at first constructive mutation, theory}, month = {15-19 July}, notes = {Also known as \cite{Corus:2017:RAO:3071178.3079194} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zahadat:2017:GECCO, author = {Payam Zahadat and Daniel Nicolas Hofstadler and Thomas Schmickl}, title = {Vascular Morphogenesis Controller: A Generative Model for Developing Morphology of Artificial Structures}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {163--170}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071247}, doi = {10.1145/3071178.3071247}, acmid = {3071247}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {developmental models, evolutionary computation, generative models, modular robots, morphogenesis, swarm systems}, month = {15-19 July}, notes = {Also known as \cite{Zahadat:2017:VMC:3071178.3071247} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Islam:2017:GECCO, author = {Md. Jakirul Islam and Xiaodong Li and Kalyanmoy Deb}, title = {Multimodal Truss Structure Design Using Bilevel and Niching Based Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {274--281}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071251}, doi = {10.1145/3071178.3071251}, acmid = {3071251}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {PSO, bilevel truss problem, binary PSO, speciation-based PSO}, month = {15-19 July}, notes = {Also known as \cite{Islam:2017:MTS:3071178.3071251} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sanches:2017:GECCOa, author = {Danilo Sanches and Darrell Whitley and Renato Tin\'{o}s}, title = {Improving an Exact Solver for the Traveling Salesman Problem Using Partition Crossover}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {337--344}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071304}, doi = {10.1145/3071178.3071304}, acmid = {3071304}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {branch and cut, concorde, recombination, traveling salesman problem}, month = {15-19 July}, notes = {Also known as \cite{Sanches:2017:IES:3071178.3071304} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Farhana:2017:GECCO, author = {Effat Farhana and Steffen Heber}, title = {Biogeography-based Rule Mining for Classification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {417--424}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071221}, doi = {10.1145/3071178.3071221}, acmid = {3071221}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {classification, evolutionary algorithm, supervised learning}, month = {15-19 July}, notes = {Also known as \cite{Farhana:2017:BRM:3071178.3071221} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zutty:2017:GECCO, author = {Jason Zutty and Gregory Rohling}, title = {Solving Test Case Based Problems with Fuzzy Dominance}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {529--536}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071234}, doi = {10.1145/3071178.3071234}, acmid = {3071234}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, machine learning, markov chain monte carlo, pareto dominance}, month = {15-19 July}, notes = {Also known as \cite{Zutty:2017:STC:3071178.3071234} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tavafi:2017:GECCO, author = {Amir Tavafi and Wolfgang Banzhaf}, title = {A Hybrid Genetic Programming Decision Making System for RoboCup Soccer Simulation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1025--1032}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071194}, doi = {10.1145/3071178.3071194}, acmid = {3071194}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, RoboCup, decision making, multi-agent systems, soccer simulation}, month = {15-19 July}, notes = {Also known as \cite{Tavafi:2017:HGP:3071178.3071194} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hart:2017:GECCO, author = {Emma Hart and Kevin Sim and Barry Gardiner and Kana Kamimura}, title = {A Hybrid Method for Feature Construction and Selection to Improve Wind-damage Prediction in the Forestry Sector}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1121--1128}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071217}, doi = {10.1145/3071178.3071217}, acmid = {3071217}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {feature-construction, forestry, machine-learning}, month = {15-19 July}, notes = {Also known as \cite{Hart:2017:HMF:3071178.3071217} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Arnold:2017:GECCO, author = {Dirk V. Arnold}, title = {Reconsidering Constraint Release for Active-set Evolution Strategies}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {665--672}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071294}, doi = {10.1145/3071178.3071294}, acmid = {3071294}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {active-set algorithm, constraint handling, evolution strategy, stochastic black-box optimization}, month = {15-19 July}, notes = {Also known as \cite{Arnold:2017:RCR:3071178.3071294} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Korns:2017:GECCO, author = {Michael F. Korns}, title = {Evolutionary Linear Discriminant Analysis for Multiclass Classification Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {233--234}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075964}, doi = {10.1145/3067695.3075964}, acmid = {3075964}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, linear discriminant analysis, symbolic regression and classification}, month = {15-19 July}, notes = {Also known as \cite{Korns:2017:ELD:3067695.3075964} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Peng:2017:GECCO, author = {Yiming Peng and Gang Chen and Scott Holdaway and Yi Mei and Mengjie Zhang}, title = {Automated State Feature Learning for Actor-critic Reinforcement Learning Through NEAT}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {135--136}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076035}, doi = {10.1145/3067695.3076035}, acmid = {3076035}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NEAT, NeuroEvolution, actor-critic, feature extraction, feature learning, reinforcement learning}, month = {15-19 July}, notes = {Also known as \cite{Peng:2017:ASF:3067695.3076035} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liu:2017:GECCO, author = {Haiyan Liu and Yuping Wang and Liwen Liu and Xiao-Zhi Gao and Yiu-ming Cheung}, title = {A New Grouping Strategy-based Hybrid Algorithm for Large Scale Global Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {171--172}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075978}, doi = {10.1145/3067695.3075978}, acmid = {3075978}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Liu:2017:NGS:3067695.3075978} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gaier:2017:GECCO, author = {Adam Gaier and Alexander Asteroth and Jean-Baptiste Mouret}, title = {Data-efficient Exploration, Optimization, and Modeling of Diverse Designs Through Surrogate-assisted Illumination}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {99--106}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071282}, doi = {10.1145/3071178.3071282}, acmid = {3071282}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MAP-elites, quality diversity, surrogate modeling}, month = {15-19 July}, notes = {Also known as \cite{Gaier:2017:DEO:3071178.3071282} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tognazzi:2017:GECCO, author = {Stefano Tognazzi and Mirco Tribastone and Max Tschaikowski and Andrea Vandin}, title = {EGAC: A Genetic Algorithm to Compare Chemical Reaction Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {833--840}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071265}, doi = {10.1145/3071178.3071265}, acmid = {3071265}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {chemical reaction networks, model comparison, ordinary differential equations}, month = {15-19 July}, notes = {Also known as \cite{Tognazzi:2017:EGA:3071178.3071265} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Disset:2017:GECCO, author = {Jean Disset and Dennis G Wilson and Sylvain Cussat-Blanc and St{\'e}phane Sanchez and Herv{\'e} Luga and Yves Duthen}, title = {A Comparison of Genetic Regulatory Network Dynamics and Encoding}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {91--98}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071322}, doi = {10.1145/3071178.3071322}, acmid = {3071322}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {fitness evaluations, genetic algorithms, representations}, month = {15-19 July}, notes = {Also known as \cite{Disset:2017:CGR:3071178.3071322} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Abdolmaleki:2017:GECCO, author = {Abbas Abdolmaleki and Bob Price and Nuno Lau and Luis Paulo Reis and Gerhard Neumann}, title = {Deriving and Improving CMA-ES with Information Geometric Trust Regions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {657--664}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071252}, doi = {10.1145/3071178.3071252}, acmid = {3071252}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {expectation maximisation, stochastic search, trust regions}, month = {15-19 July}, notes = {Also known as \cite{Abdolmaleki:2017:DIC:3071178.3071252} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{vanRijn:2017:GECCO, author = {Sander {van Rijn} and Hao Wang and Bas {van Stein} and Thomas B\"{a}ck}, title = {Algorithm Configuration Data Mining for CMA Evolution Strategies}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {737--744}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071205}, doi = {10.1145/3071178.3071205}, acmid = {3071205}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {empirical study, evolution strategies, metaheuristics, parameter tuning, performance measures}, month = {15-19 July}, notes = {Also known as \cite{vanRijn:2017:ACD:3071178.3071205} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Coric:2017:GECCO, author = {Rebeka Coric and Stjepan Picek and Domagoj Jakobovic and Carlos A. Coello Coello}, title = {On the Mutual Information As a Fitness Landscape Measure}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {165--166}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076082}, doi = {10.1145/3067695.3076082}, acmid = {3076082}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {fitness landscape, mutual information, performance comparison, single-objective}, month = {15-19 July}, notes = {Also known as \cite{Coric:2017:MIF:3067695.3076082} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Xu:2017:GECCO, author = {Biao Xu and Yong Zhang and Dun-wei Gong and Ling Wang}, title = {A Parallel Multi-objective Cooperative Co-evolutionary Algorithm with Changing Variables}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1888--1893}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3084222}, doi = {10.1145/3067695.3084222}, acmid = {3084222}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {changing variables, co-evolutionary, dynamic multi-objective optimization, parallel}, month = {15-19 July}, notes = {Also known as \cite{Xu:2017:PMC:3067695.3084222} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Urquhart:2017:GECCO, author = {Neil Urquhart}, title = {Combining Parallel Coordinates with Multi-objective Evolutionary Algorithms in a Real-world Optimisation Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1335--1340}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082485}, doi = {10.1145/3067695.3082485}, acmid = {3082485}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, multi-objective optimisation, real-world problems, transportation}, month = {15-19 July}, notes = {Also known as \cite{Urquhart:2017:CPC:3067695.3082485} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Landsborough:2017:GECCO, author = {Jason Landsborough and Stephen Harding and Sunny Fugate}, title = {Learning from Super-mutants: Searching Post-apocalyptic Software Ecosystems for Novel Semantics-preserving Transforms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1529--1536}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082525}, doi = {10.1145/3067695.3082525}, acmid = {3082525}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, genetic improvement, search based software engineering, validation}, month = {15-19 July}, notes = {Also known as \cite{Landsborough:2017:LSS:3067695.3082525} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lopes:2017:GECCO, author = {Rodolfo A. Lopes and Alan R. R. {de Freitas}}, title = {Island-cellular Model Differential Evolution for Large-scale Global Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1841--1848}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084208}, doi = {10.1145/3067695.3084208}, acmid = {3084208}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cellular model, differential evolution, island model, island-cellular model, large-scale global optimization}, month = {15-19 July}, notes = {Also known as \cite{Lopes:2017:IMD:3067695.3084208} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mrazek:2017:GECCO, author = {Vojtech Mrazek and Zdenek Vasicek}, title = {Parallel Optimization of Transistor Level Circuits Using Cartesian Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1849--1856}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084212}, doi = {10.1145/3067695.3084212}, acmid = {3084212}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, digital circuits, evolutionary optimization, parallel systems, transistor-level}, month = {15-19 July}, notes = {Also known as \cite{Mrazek:2017:POT:3067695.3084212} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mayer:2017:GECCO, author = {Alexandre Mayer}, title = {A Genetic Algorithm with Randomly Shifted Gray Codes and Local Optimizations Based on Quadratic Approximations of the Fitness}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {195--196}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075968}, doi = {10.1145/3067695.3075968}, acmid = {3075968}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, local optimization, modified mutation operator, quadratic approximation, shifted gray codes}, month = {15-19 July}, notes = {Also known as \cite{Mayer:2017:GAR:3067695.3075968} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miranda:2017:GECCO, author = {Gara Miranda and Algirdas Lan\v{c}inskas and Yanira Gonz\'{a}lez}, title = {Single and Multi-objective Genetic Algorithms for the Container Loading Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {291--292}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076085}, doi = {10.1145/3067695.3076085}, acmid = {3076085}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {container loading, evolutionary algorithms, genetic algorithms, multi-objective optimization, multi-objectivization}, month = {15-19 July}, notes = {Also known as \cite{Miranda:2017:SMG:3067695.3076085} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yates:2017:GECCO, author = {W. B. Yates and E. C. Keedwell}, title = {Clustering of Hyper-heuristic Selections Using the Smith-Waterman Algorithm for Offline Learning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {119--120}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076025}, doi = {10.1145/3067695.3076025}, acmid = {3076025}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Smith-Waterman, hyper-heuristic, offline learning}, month = {15-19 July}, notes = {Also known as \cite{Yates:2017:CHS:3067695.3076025} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sharma:2017:GECCO, author = {Mudita Sharma and Dimitar Kazakov}, title = {Hybridisation of Artificial Bee Colony Algorithm on Four Classes of Real-valued Optimisation Functions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1439--1442}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082498}, doi = {10.1145/3067695.3082498}, acmid = {3082498}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial bee colony algorithm, mutation, numerical optimisation, swarm intelligence}, month = {15-19 July}, notes = {Also known as \cite{Sharma:2017:HAB:3067695.3082498} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gravina:2017:GECCO, author = {Daniele Gravina and Antonios Liapis and Georgios N. Yannakakis}, title = {Exploring Divergence in Soft Robot Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {61--62}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076072}, doi = {10.1145/3067695.3076072}, acmid = {3076072}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CPPN, artificial life, deception, divergent search, fitness-based evolution, novelty search, soft robots, surprise search}, month = {15-19 July}, notes = {Also known as \cite{Gravina:2017:EDS:3067695.3076072} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Medvet:2017:GECCO, author = {Eric Medvet}, title = {Hierarchical Grammatical Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {249--250}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075972}, doi = {10.1145/3067695.3075972}, acmid = {3075972}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genotype-phenotype mapping, locality, redundancy, representation}, month = {15-19 July}, notes = {Also known as \cite{Medvet:2017:HGE:3067695.3075972} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fraser:2017:GECCO, author = {Olivia Lucca Fraser and Nur Zincir-Heywood and Malcolm Heywood and John T. Jacobs}, title = {Return-oriented Programme Evolution with ROPER: A Proof of Concept}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1447--1454}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082508}, doi = {10.1145/3067695.3082508}, acmid = {3082508}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, ARM architecture, ROP attacks, exploit development}, month = {15-19 July}, notes = {Also known as \cite{Fraser:2017:RPE:3067695.3082508} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Parker:2017:GECCO, author = {A. Parker and G. Nitschke}, title = {Autonomous Intersection Driving with Neuro-evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {133--134}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076012}, doi = {10.1145/3067695.3076012}, acmid = {3076012}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {autonomous vehicles, intersection management, neuro-evolution}, month = {15-19 July}, notes = {Also known as \cite{Parker:2017:AID:3067695.3076012} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Haidar:2017:GECCO, author = {Ali Haidar and Brijesh Verma}, title = {A Hybrid Genetic Algorithm for Climate Input Features and Neural Network Parameters Selection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {281--282}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076038}, doi = {10.1145/3067695.3076038}, acmid = {3076038}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, neural networks, rainfall forecasting}, month = {15-19 July}, notes = {Also known as \cite{Haidar:2017:HGA:3067695.3076038} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Abadlia:2017:GECCO, author = {Houda Abadlia and Nadia Smairi and Khaled Ghedira}, title = {Particle Swarm Optimization Based on Island Models}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {49--50}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076068}, doi = {10.1145/3067695.3076068}, acmid = {3076068}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {PSO, diversity, island model, migration}, month = {15-19 July}, notes = {Also known as \cite{Abadlia:2017:PSO:3067695.3076068} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Beauthier:2017:GECCO, author = {Charlotte Beauthier and Paul Beaucaire and Caroline Sainvitu}, title = {A Surrogate-based Evolutionary Algorithm for Highly Constrained Design Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1613--1613}, size = {1 pages}, url = {http://doi.acm.org/10.1145/3067695.3082538}, doi = {10.1145/3067695.3082538}, acmid = {3082538}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {constrained design problems, feasibility, infill sampling criteria, multi-point, probabilistic support vector machine, surrogate-based optimization}, month = {15-19 July}, notes = {Also known as \cite{Beauthier:2017:SEA:3067695.3082538} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pantridge:2017:GECCO, author = {Edward Pantridge and Lee Spector}, title = {PyshGP: PushGP in Python}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1255--1262}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082468}, doi = {10.1145/3067695.3082468}, acmid = {3082468}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, machine learning}, month = {15-19 July}, notes = {Also known as \cite{Pantridge:2017:PPP:3067695.3082468} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wineberg:2017:GECCO, author = {Mark Wineberg}, title = {Introductory Statistics for EC: A Visual Approach}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {605--640}, size = {36 pages}, url = {http://doi.acm.org/10.1145/3067695.3067712}, doi = {10.1145/3067695.3067712}, acmid = {3067712}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Wineberg:2017:ISE:3067695.3067712} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Akimoto:2017:GECCO, author = {Youhei Akimoto and Nikolaus Hansen}, title = {CMA-ES and Advanced Adaptation Mechanisms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {641--674}, size = {34 pages}, url = {http://doi.acm.org/10.1145/3067695.3067698}, doi = {10.1145/3067695.3067698}, acmid = {3067698}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Akimoto:2017:CAA:3067695.3067698} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Maia:2017:GECCO, author = {Paulo Maia and Isabel Rocha and Miguel Rocha}, title = {Identification of Robust Strain Designs via Tandem pFBA/LMOMA Phenotype Prediction}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1661--1668}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082542}, doi = {10.1145/3067695.3082542}, acmid = {3082542}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, metabolic networks, multiobjective optimization, systems biology}, month = {15-19 July}, notes = {Also known as \cite{Maia:2017:IRS:3067695.3082542} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Drayton:2017:GECCO, author = {Jared Drayton and Eduardo Miranda and Alexis Kirke}, title = {A Comparison of Fitness Functions in a Genetic Algorithm for Acoustic-articulatory Parameter Inversion of Vowels}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {271--272}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076112}, doi = {10.1145/3067695.3076112}, acmid = {3076112}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, physical modelling, speech synthesis}, month = {15-19 July}, notes = {Also known as \cite{Drayton:2017:CFF:3067695.3076112} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Handa:2017:GECCO, author = {H. Handa and R. Hasegawa}, title = {Solving Order/Degree Problems by Using EDA-GK}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {25--26}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082042}, doi = {10.1145/3067695.3082042}, acmid = {3082042}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {estimation of distribution algorithms, graph kernel, order/degree problems}, month = {15-19 July}, notes = {Also known as \cite{Handa:2017:SOP:3067695.3082042} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alexander:2017:GECCO, author = {Brad Alexander and James Kortman and Aneta Neumann}, title = {Evolution of Artistic Image Variants Through Feature Based Diversity Optimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {171--178}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071342}, doi = {10.1145/3071178.3071342}, acmid = {3071342}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {constraints, diversity, evolutionary-art, features}, month = {15-19 July}, notes = {Also known as \cite{Alexander:2017:EAI:3071178.3071342} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Picek:2017:GECCOa, author = {Stjepan Picek}, title = {Evolutionary Computation and Cryptology}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1066--1093}, size = {28 pages}, url = {http://doi.acm.org/10.1145/3067695.3067725}, doi = {10.1145/3067695.3067725}, acmid = {3067725}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Picek:2017:ECC:3067695.3067725} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dang:2017:GECCO, author = {Nguyen Dang and Leslie P{\'e}rez C\'{a}ceres and Patrick {De Causmaecker} and Thomas St\"{u}tzle}, title = {Configuring Irace Using Surrogate Configuration Benchmarks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {243--250}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071238}, doi = {10.1145/3071178.3071238}, acmid = {3071238}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automated parameter configuration, surrogate benchmarks}, month = {15-19 July}, notes = {Also known as \cite{Dang:2017:CIU:3071178.3071238} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Purves:2017:GECCO, author = {Drew Purves and Chrisantha Fernando}, title = {Evolving Brains in Evolving Environments}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {3--3}, size = {1 pages}, url = {http://doi.acm.org/10.1145/3071178.3106408}, doi = {10.1145/3071178.3106408}, acmid = {3106408}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial general intelligence, deep learning, evolutionary algorithms, neural networks}, month = {15-19 July}, notes = {Also known as \cite{Purves:2017:EBE:3071178.3106408} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lloyd:2017:GECCO, author = {Huw Lloyd and Martyn Amos}, title = {Analysis of Independent Roulette Selection in Parallel Ant Colony Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {19--26}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071308}, doi = {10.1145/3071178.3071308}, acmid = {3071308}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {GPU computing, ant colony optimization, convergence, roulette wheel, solution quality}, month = {15-19 July}, notes = {Also known as \cite{Lloyd:2017:AIR:3071178.3071308} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bazargani:2017:GECCO, author = {Mosab Bazargani and Fernando G. Lobo}, title = {Parameter-less Late Acceptance Hill-climbing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {219--226}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071225}, doi = {10.1145/3071178.3071225}, acmid = {3071225}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {late acceptance hill-climbing, local search, metaheuristics, parameter-less search algorithms}, month = {15-19 July}, notes = {Also known as \cite{Bazargani:2017:PLA:3071178.3071225} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dick:2017:GECCO, author = {Grant Dick}, title = {Sensitivity-like Analysis for Feature Selection in Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {401--408}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071338}, doi = {10.1145/3071178.3071338}, acmid = {3071338}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, CART, feature selection, random forests, symbolic regression, variable importance}, month = {15-19 July}, notes = {Also known as \cite{Dick:2017:SAF:3071178.3071338} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sohn:2017:GECCO, author = {Andrew Sohn and Randal S. Olson and Jason H. Moore}, title = {Toward the Automated Analysis of Complex Diseases in Genome-wide Association Studies Using Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {489--496}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071212}, doi = {10.1145/3071178.3071212}, acmid = {3071212}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, automated machine learning, bioinformatics, genetics, multifactor dimensionality reduction, python}, month = {15-19 July}, notes = {Also known as \cite{Sohn:2017:TAA:3071178.3071212} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sotto:2017:GECCO, author = {L{\'e}o Fran\c{c}oso Dal Piccol Sotto and Vin\'{\i}cius Veloso {de Melo}}, title = {A Probabilistic Linear Genetic Programming with Stochastic Context-free Grammar for Solving Symbolic Regression Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1017--1024}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071325}, doi = {10.1145/3071178.3071325}, acmid = {3071325}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, estimation of distribution algorithms, linear genetic programming, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Sotto:2017:PLG:3071178.3071325} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Belure:2017:GECCO, author = {Sandeep V. Belure and Ofer M. Shir and Vikas Nanda}, title = {Protein Design by Multiobjective Optimization: Evolutionary and Non-evolutionary Approaches}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1081--1088}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071268}, doi = {10.1145/3071178.3071268}, acmid = {3071268}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {barrier trees, combinatorial landscapes, evolutionary algorithms, negative slope coefficients, protein design, replica exchange, simulated annealing, simulation-based multiobjective optimization}, month = {15-19 July}, notes = {Also known as \cite{Belure:2017:PDM:3071178.3071268} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Forer:2017:GECCO, author = {Scott Forer and Logan Yliniemi}, title = {Monopolies Can Exist in Unmanned Airspace}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1105--1112}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071198}, doi = {10.1145/3071178.3071198}, acmid = {3071198}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {coevolution, unmanned air traffic management}, month = {15-19 July}, notes = {Also known as \cite{Forer:2017:MEU:3071178.3071198} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Medvet:2017:GECCOa, author = {Eric Medvet and Fabio Daolio and Danny Tagliapietra}, title = {Evolvability in Grammatical Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {977--984}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071298}, doi = {10.1145/3071178.3071298}, acmid = {3071298}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {fitness-landscape, genotype-phenotype mapping, locality}, month = {15-19 July}, notes = {Also known as \cite{Medvet:2017:EGE:3071178.3071298} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Graham:2017:GECCO, author = {Kevin Graham and Leslie Smith}, title = {Comparing Hyper-heuristics with Blackboard Systems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1141--1145}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3082055}, doi = {10.1145/3067695.3082055}, acmid = {3082055}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {blackboard systems, hyper-heuristics}, month = {15-19 July}, notes = {Also known as \cite{Graham:2017:CHB:3067695.3082055} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gavenciak:2017:GECCO, author = {Tom\'{a}\v{s} Gaven\v{c}iak and Barbara Geissmann and Johannes Lengler}, title = {Sorting by Swaps with Noisy Comparisons}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1375--1382}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071242}, doi = {10.1145/3071178.3071242}, acmid = {3071242}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Gavenciak:2017:SSN:3071178.3071242} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lehman:2017:GECCO, author = {Joel Lehman}, title = {Precomputation for Rapid Hypothesis Generation in Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {67--68}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076108}, doi = {10.1145/3067695.3076108}, acmid = {3076108}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolvability, neural networks, novelty search}, month = {15-19 July}, notes = {Also known as \cite{Lehman:2017:PRH:3067695.3076108} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doherty:2017:GECCO, author = {Kevin Doherty and Khulood Alyahya and Ozgur E. Akman and Jonathan E. Fieldsend}, title = {Optimisation and Landscape Analysis of Computational Biology Models: A Case Study}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1644--1651}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084609}, doi = {10.1145/3067695.3084609}, acmid = {3084609}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {boolean delay equations, landscape analysis, optimisation, systems biology}, month = {15-19 July}, notes = {Also known as \cite{Doherty:2017:OLA:3067695.3084609} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hernandez-Aguila:2017:GECCO, author = {Amaury Hernandez-Aguila and Mario Garcia-Valdez and Juan Julian Merelo-Guervos and Oscar Castillo}, title = {Randomized Parameter Settings for a Pool-based Particle Swarm Optimization Algorithm: A Comparison Between Dynamic Adaptation of Parameters and Randomized Parameterization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {205--206}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076100}, doi = {10.1145/3067695.3076100}, acmid = {3076100}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {parallelization, parameter tuning, particle swarm optimization}, month = {15-19 July}, notes = {Also known as \cite{Hernandez-Aguila:2017:RPS:3067695.3076100} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Jelisavcic:2017:GECCO, author = {Milan Jelisavcic and Evert Haasdijk and A. E. Eiben}, title = {Acquiring Moving Skills in Robots with Evolvable Morphologies: Recent Results and Outlook}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1735--1741}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3084200}, doi = {10.1145/3067695.3084200}, acmid = {3084200}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, gait learning, indirect encoding, lamarckian evolution, on-line evolution}, month = {15-19 July}, notes = {Also known as \cite{Jelisavcic:2017:AMS:3067695.3084200} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fenton:2017:GECCOa, author = {Michael Fenton and James McDermott and David Fagan and Stefan Forstenlechner and Erik Hemberg and Michael O'Neill}, title = {PonyGE2: Grammatical Evolution in Python}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1194--1201}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082469}, doi = {10.1145/3067695.3082469}, acmid = {3082469}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, grammatical evolution}, month = {15-19 July}, notes = {Also known as \cite{Fenton:2017:PGE:3067695.3082469} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Garcia-Valdez:2017:GECCO, author = {Mario Garc\'{\i}a-Valdez and JJ Merelo}, title = {Evospace-js: Asynchronous Pool-based Execution of Heterogeneous Metaheuristics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1202--1208}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082473}, doi = {10.1145/3067695.3082473}, acmid = {3082473}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {distributed evolutionary algorithms, nature-inspired metaheuristics}, month = {15-19 July}, notes = {Also known as \cite{Garcia-Valdez:2017:EAP:3067695.3082473} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Knezevic:2017:GECCO, author = {Karlo Knezevic and Stjepan Picek and Julian F. Miller}, title = {Amplitude-oriented Mixed-type CGP Classification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1415--1418}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082500}, doi = {10.1145/3067695.3082500}, acmid = {3082500}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {L1-regularization, amplitude, binary, classification, mixed-type CGP, multi-class}, month = {15-19 July}, notes = {Also known as \cite{Knezevic:2017:AMC:3067695.3082500} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mori:2017:GECCO, author = {Naoki Mori and Taku Hasegawa and Kento Tsukada and Keinosuke Matsumoto}, title = {Analysis of Scaling for Fitness Landscape Learning Evolutionary Computation Based on CMA-ES}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {173--174}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075609}, doi = {10.1145/3067695.3075609}, acmid = {3075609}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, scarling, support vector machine, surrogate model}, month = {15-19 July}, notes = {Also known as \cite{Mori:2017:ASF:3067695.3075609} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Casas:2017:GECCO, author = {Sergio Casas and Cristina Portal{\'e}s and Inmaculada Coma and Marcos Fern\'{a}ndez}, title = {Applying Particle Swarm Optimization to the Motion-cueing-algorithm Tuning Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {265--266}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075990}, doi = {10.1145/3067695.3075990}, acmid = {3075990}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MCA, PSO, optimization, particle swarm, simulation, tuning}, month = {15-19 July}, notes = {Also known as \cite{Casas:2017:APS:3067695.3075990} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hamada:2017:GECCO, author = {Naoki Hamada}, title = {Simple Problems: The Simplicial Gluing Structure of Pareto Sets and Pareto Fronts}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {315--316}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076069}, doi = {10.1145/3067695.3076069}, acmid = {3076069}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {multi-objective optimization, problem class, stratification}, month = {15-19 July}, notes = {Also known as \cite{Hamada:2017:SPS:3067695.3076069} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sapin:2017:GECCO, author = {Emmanuel Sapin and Kenneth {De Jong} and Amarda Shehu}, title = {Evolutionary Search for Paths on Protein Energy Landscapes}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {77--78}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075599}, doi = {10.1145/3067695.3075599}, acmid = {3075599}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary search, fitness landscape, protein modeling, structural excursions}, month = {15-19 July}, notes = {Also known as \cite{Sapin:2017:ESP:3067695.3075599} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Petrova:2017:GECCO, author = {Irina Petrova and Arina Buzdalova}, title = {Reinforcement Learning Based Dynamic Selection of Auxiliary Objectives with Preservation of the Best Found Solution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1435--1438}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082499}, doi = {10.1145/3067695.3082499}, acmid = {3082499}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {markov chain, multiobjectivisation, reinforcement learning}, month = {15-19 July}, notes = {Also known as \cite{Petrova:2017:RLB:3067695.3082499} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Varela:2017:GECCO, author = {Daniel Varela and Jos{\'e} Santos}, title = {A Protein Folding Model Using the Face-centered Cubic Lattice Model}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1674--1678}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3082543}, doi = {10.1145/3067695.3082543}, acmid = {3082543}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Varela:2017:PFM:3067695.3082543} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alyahya:2017:GECCO, author = {Khulood Alyahya and Kevin Doherty and Jonathan E. Fieldsend and Ozgur E. Akman}, title = {On the Exploitation of Search History and Accumulative Sampling in Robust Optimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {185--186}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076060}, doi = {10.1145/3067695.3076060}, acmid = {3076060}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {robust optimisation, sampling bias, uncertain optimisation}, month = {15-19 July}, notes = {Also known as \cite{Alyahya:2017:ESH:3067695.3076060} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ji:2017:GECCO, author = {Jing-Yu Ji and Wei-Jie Yu and Jun Zhang}, title = {A Two-stage Coevolution Approach for Constrained Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {167--168}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076043}, doi = {10.1145/3067695.3076043}, acmid = {3076043}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {coevolution, constrained optimization, penalty function}, month = {15-19 July}, notes = {Also known as \cite{Ji:2017:TCA:3067695.3076043} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fritsche:2017:GECCO, author = {Gian Fritsche and Aurora Pozo}, title = {A Distributed Framework for Cooperation of Many-objective Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1804--1811}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084213}, doi = {10.1145/3067695.3084213}, acmid = {3084213}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MOEA/D-STM, NSGA-III, distributed multi-objective algorithm, many-objective optimization, multi-population, multi-strategy}, month = {15-19 July}, notes = {Also known as \cite{Fritsche:2017:DFC:3067695.3084213} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Spector:2017:GECCO, author = {Lee Spector and Nicholas Freitag McPhee}, title = {Expressive Genetic Programming: Concepts and Applications}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {852--871}, size = {20 pages}, url = {http://doi.acm.org/10.1145/3067695.3067699}, doi = {10.1145/3067695.3067699}, acmid = {3067699}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, keywords = {genetic algorithms, genetic programming}, notes = {Also known as \cite{Spector:2017:EGP:3067695.3067699} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{OReilly:2017:GECCO, author = {Una-May OReilly}, title = {Genetic Programming: A Tutorial Introduction}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {471--488}, size = {18 pages}, url = {http://doi.acm.org/10.1145/3067695.3067709}, doi = {10.1145/3067695.3067709}, acmid = {3067709}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, keywords = {genetic algorithms, genetic programming}, notes = {Also known as \cite{OReilly:2017:GPT:3067695.3067709} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mancera-Galvan:2017:GECCO, author = {E. A. Mancera-Galv\'{a}n and Beatriz A. Garro and K. Rodr\'{\i}guez-V\'{a}zquez}, title = {Optimization of Solid Waste Collection: Two ACO Approaches}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {43--44}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082043}, doi = {10.1145/3067695.3082043}, acmid = {3082043}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ACS, MMAS, VRP problems, ant colony optimization}, month = {15-19 July}, notes = {Also known as \cite{Mancera-Galvan:2017:OSW:3067695.3082043} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zegklitz:2017:GECCO, author = {Jan \v{Z}egklitz and Petr Po\v{s}\'{\i}k}, title = {Linear Combinations of Features As Leaf Nodes in Symbolic Regression}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {145--146}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076009}, doi = {10.1145/3067695.3076009}, acmid = {3076009}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Zegklitz:2017:LCF:3067695.3076009} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sakamoto:2017:GECCO, author = {Naoki Sakamoto and Youhei Akimoto}, title = {Modified Box Constraint Handling for the Covariance Matrix Adaptation Evolution Strategy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {183--184}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075986}, doi = {10.1145/3067695.3075986}, acmid = {3075986}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CMA-ES, adaptive penalty, box constraint handling}, month = {15-19 July}, notes = {Also known as \cite{Sakamoto:2017:MBC:3067695.3075986} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCO, author = {Benjamin Doerr}, title = {Theory for Non-theoreticians}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {389--412}, size = {24 pages}, url = {http://doi.acm.org/10.1145/3067695.3067713}, doi = {10.1145/3067695.3067713}, acmid = {3067713}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:TN:3067695.3067713} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sedghpour:2017:GECCO, author = {Alireza Saleh Sedghpour and Amin Nikanjam}, title = {Overlapping Community Detection in Social Networks Using a Quantum-based Genetic Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {197--198}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076000}, doi = {10.1145/3067695.3076000}, acmid = {3076000}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {community structure, modularity, overlapping communities, quantum-based genetic algorithm, social networks}, month = {15-19 July}, notes = {Also known as \cite{Sedghpour:2017:OCD:3067695.3076000} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miyakawa:2017:GECCO, author = {Minami Miyakawa and Hiroyuki Sato and Yuji Sato}, title = {Utilization of Infeasible Solutions in MOEA/D for Solving Constrained Many-objective Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {35--36}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082039}, doi = {10.1145/3067695.3082039}, acmid = {3082039}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MOEA/D, constraint-handling, many-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Miyakawa:2017:UIS:3067695.3082039} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Vakilinia:2017:GECCO, author = {Iman Vakilinia and Sushil J. louis and Shamik Sengupta}, title = {Evolving Sharing Strategies in Cybersecurity Information Exchange Framework}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {309--310}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075613}, doi = {10.1145/3067695.3075613}, acmid = {3075613}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cybersecurity information sharing, genetic algorithm, prisoner's dilemma}, month = {15-19 July}, notes = {Also known as \cite{Vakilinia:2017:ESS:3067695.3075613} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Stanley:2017:GECCO, author = {Kenneth O. Stanley}, title = {Generative and Developmental Systems Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {872--901}, size = {30 pages}, url = {http://doi.acm.org/10.1145/3067695.3067700}, doi = {10.1145/3067695.3067700}, acmid = {3067700}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Stanley:2017:GDS:3067695.3067700} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Goldsby:2017:GECCO, author = {Heather J. Goldsby and Rebecca L. Young and Hans A. Hofmann and Arend Hintze}, title = {Increasing the Complexity of Solutions Produced by an Evolutionary Developmental System}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {57--58}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075999}, doi = {10.1145/3067695.3075999}, acmid = {3075999}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial life, digital tissues, markov brains}, month = {15-19 July}, notes = {Also known as \cite{Goldsby:2017:ICS:3067695.3075999} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Michalak:2017:GECCOa, author = {Krzysztof Michalak}, title = {Reducing Systemic Risk in Multiplex Networks Using Evolutionary Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {289--290}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076099}, doi = {10.1145/3067695.3076099}, acmid = {3076099}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cascading failures, graph-based optimization, multi-objective evolutionary optimization}, month = {15-19 July}, notes = {Also known as \cite{Michalak:2017:RSR:3067695.3076099} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Garcia-Valdez:2017:GECCOa, author = {Mario Garc\'{\i}a-Valdez and J J Merelo}, title = {Benchmarking a Pool-based Execution with GA and PSO Workers on the BBOB Noiseless Testbed}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1750--1755}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3086573}, doi = {10.1145/3067695.3086573}, acmid = {3086573}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {benchmarking, black-box optimization, distributed evolutionary algorithms, nature-inspired metaheuristics}, month = {15-19 July}, notes = {Also known as \cite{Garcia-Valdez:2017:BPE:3067695.3086573} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cleghorn:2017:GECCO, author = {Christopher W Cleghorn and Andries P Engelbrecht}, title = {Fitness-distance-ratio Particle Swarm Optimization: Stability Analysis}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {12--18}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3071178.3071256}, doi = {10.1145/3071178.3071256}, acmid = {3071256}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {particle swarm optimization, stability analysis, theory}, month = {15-19 July}, notes = {Also known as \cite{Cleghorn:2017:FPS:3071178.3071256} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Brant:2017:GECCO, author = {Jonathan C. Brant and Kenneth O. Stanley}, title = {Minimal Criterion Coevolution: A New Approach to Open-ended Search}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {67--74}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071186}, doi = {10.1145/3071178.3071186}, acmid = {3071186}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NEAT, artificial life, coevolution, non-objective search, novelty search, open-ended evolution}, month = {15-19 July}, notes = {Also known as \cite{Brant:2017:MCC:3071178.3071186} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Herrmann:2017:GECCO, author = {Sebastian Herrmann and Matthias Herrmann and Gabriela Ochoa and Franz Rothlauf}, title = {Shaping Communities of Local Optima by Perturbation Strength}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {266--273}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071243}, doi = {10.1145/3071178.3071243}, acmid = {3071243}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {community detection, fitness landscapes, iterated local search, local optima networks, perturbation strength}, month = {15-19 July}, notes = {Also known as \cite{Herrmann:2017:SCL:3071178.3071243} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pilat:2017:GECCO, author = {Martin Pil\'{a}t and Roman Neruda}, title = {Parallel Evolutionary Algorithm with Interleaving Generations}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {865--872}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071309}, doi = {10.1145/3071178.3071309}, acmid = {3071309}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {complex optimization, evaluation-time bias, evolutionary algorithms, interleaving generations, parallelization}, month = {15-19 July}, notes = {Also known as \cite{Pilat:2017:PEA:3071178.3071309} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lipson:2017:GECCO, author = {Hod Lipson}, title = {Curious and Creative Machines}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {2--2}, size = {1 pages}, url = {http://doi.acm.org/10.1145/3071178.3106409}, doi = {10.1145/3071178.3106409}, acmid = {3106409}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {creative machines, self-reflecting robotic systems}, month = {15-19 July}, notes = {Also known as \cite{Lipson:2017:CCM:3071178.3106409} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Baral:2017:GECCO, author = {Sujata Baral and Swakkhar Shatabda and Mahmood A Rashid}, title = {CycloAnt: Sequencing Cyclic Peptides Using Hybrid Ants}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {4--11}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071239}, doi = {10.1145/3071178.3071239}, acmid = {3071239}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {heuristic, hybrid ants, local search, operators}, month = {15-19 July}, notes = {Also known as \cite{Baral:2017:CSC:3071178.3071239} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Perroni:2017:GECCO, author = {Peter Frank Perroni and Daniel Weingaertner and Myriam Regattieri Delgado}, title = {Estimating Stop Conditions of Swarm Based Stochastic Metaheuristic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {43--50}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071326}, doi = {10.1145/3071178.3071326}, acmid = {3071326}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {convergence stabilization modeling, curve fitting, online algorithms, parameter tuning, swarm intelligence}, month = {15-19 July}, notes = {Also known as \cite{Perroni:2017:ESC:3071178.3071326} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Belkhir:2017:GECCO, author = {Nacim Belkhir and Johann Dr{\'e}o and Pierre Sav{\'e}ant and Marc Schoenauer}, title = {Per Instance Algorithm Configuration of CMA-ES with Limited Budget}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {681--688}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071343}, doi = {10.1145/3071178.3071343}, acmid = {3071343}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {algorithm configuration, empirical study, numerical black box optimization, problem features}, month = {15-19 July}, notes = {Also known as \cite{Belkhir:2017:PIA:3071178.3071343} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tanabe:2017:GECCO, author = {Ryoji Tanabe and Alex Fukunaga}, title = {TPAM: A Simulation-based Model for Quantitatively Analyzing Parameter Adaptation Methods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {729--736}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071226}, doi = {10.1145/3071178.3071226}, acmid = {3071226}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive differential evolution, parameter adaptation}, month = {15-19 July}, notes = {Also known as \cite{Tanabe:2017:TSM:3071178.3071226} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wineberg:2017:GECCOa, author = {Mark Wineberg and Sebastian Lenartowicz}, title = {Reexpressing Problematic Optimization Data: Creating a Workflow for the Statistical Analysis of Multifactorial EC Experiments}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {897--904}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079190}, doi = {10.1145/3071178.3079190}, acmid = {3079190}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ANOVA, RePOD, box-cox transformation, evolutionary strategies, genetic algorithm, moving the goalposts, problem ancillarization, statistical analysis, test suite analysis}, month = {15-19 July}, notes = {Also known as \cite{Wineberg:2017:RPO:3071178.3079190} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zaefferer:2017:GECCO, author = {Martin Zaefferer and Andreas Fischbach and Boris Naujoks and Thomas Bartz-Beielstein}, title = {Simulation-based Test Functions for Optimization Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {905--912}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071190}, doi = {10.1145/3071178.3071190}, acmid = {3071190}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {modeling, optimization, simulation, test function generator}, month = {15-19 July}, notes = {Also known as \cite{Zaefferer:2017:STF:3071178.3071190} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fieldsend:2017:GECCO, author = {Jonathan E. Fieldsend}, title = {University Staff Teaching Allocation: Formulating and Optimising a Many-objective Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1097--1104}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071230}, doi = {10.1145/3071178.3071230}, acmid = {3071230}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary optimisation, many-objective optimisation, resource allocation, robust optimisation}, month = {15-19 July}, notes = {Also known as \cite{Fieldsend:2017:UST:3071178.3071230} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hughes:2017:GECCO, author = {James Alexander Hughes and Mark Daley}, title = {Searching for Nonlinear Relationships in fMRI Data with Symbolic Regression}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1129--1136}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071209}, doi = {10.1145/3071178.3071209}, acmid = {3071209}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {computational neuroscience, functional magnetic resonance imaging, nonlinear modelling, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Hughes:2017:SNR:3071178.3071209} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kromer:2017:GECCO, author = {Pavel Kr\"{o}mer and Jana Heckenbergerov\'{a} and Petr Musilek}, title = {Accurate Mixed Weibull Distribution Fitting by Differential Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1161--1168}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071290}, doi = {10.1145/3071178.3071290}, acmid = {3071290}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {differential evolution, distribution fitting, experiments, mixed weibull distribution, parameter estimation}, month = {15-19 July}, notes = {Also known as \cite{Kromer:2017:AMW:3071178.3071290} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Elnabarawy:2017:GECCO, author = {Islam Elnabarawy and Daniel R. Tauritz and Donald C. Wunsch}, title = {Evolutionary Computation for the Automated Design of Category Functions for Fuzzy ART: An Initial Exploration}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1133--1140}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082056}, doi = {10.1145/3067695.3082056}, acmid = {3082056}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, adaptive resonance theory, adjusted rand index, clustering, evolutionary computing, hyper-heuristics, unsupervised learning}, month = {15-19 July}, notes = {Also known as \cite{Elnabarawy:2017:ECA:3067695.3082056} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Khanchi:2017:GECCO, author = {Sara Khanchi and Malcolm I. Heywood and A. Nur Zincir-Heywood}, title = {Properties of a GP Active Learning Framework for Streaming Data with Class Imbalance}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {945--952}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071213}, doi = {10.1145/3071178.3071213}, acmid = {3071213}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {active learning, streaming data, teaming GP}, month = {15-19 July}, notes = {Also known as \cite{Khanchi:2017:PGA:3071178.3071213} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Helmuth:2017:GECCO, author = {Thomas Helmuth and Nicholas Freitag McPhee and Edward Pantridge and Lee Spector}, title = {Improving Generalization of Evolved Programs Through Automatic Simplification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {937--944}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071330}, doi = {10.1145/3071178.3071330}, acmid = {3071330}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, automatic simplification, generalization, overfitting, push}, month = {15-19 July}, notes = {Also known as \cite{Helmuth:2017:IGE:3071178.3071330} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bossek:2017:GECCO, author = {Jakob Bossek}, title = {Ecr 2.0: A Modular Framework for Evolutionary Computation in R}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1187--1193}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082470}, doi = {10.1145/3067695.3082470}, acmid = {3082470}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary optimization, software-tools}, month = {15-19 July}, notes = {Also known as \cite{Bossek:2017:EMF:3067695.3082470} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ekart:2017:GECCO, author = {Anik\'{o} Ek\'{a}rt and Alina Patelli and Victoria Lush and Elisabeth Ilie-Zudor}, title = {Gaining Insights into Road Traffic Data Through Genetic Improvement}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1511--1512}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082523}, doi = {10.1145/3067695.3082523}, acmid = {3082523}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {data mining, genetic improvement, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Ekart:2017:GIR:3067695.3082523} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Langdon:2017:GECCOa, author = {William B. Langdon and Karina Zile}, title = {Genetic Improvement of Computational Biology Software}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1657--1660}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082540}, doi = {10.1145/3067695.3082540}, acmid = {3082540}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, 1KGP, 1k geneomes, in silico contamination, DNA sequences, GGGP, GI, GP, NCBI GEO, NGS, SBSE, big data cleanup, bioinformatics, data cleansing, genechip, genetic improvement, hitch-hiking genes, identification and correction of mislabelled genes, microarray, molecular biology, next generation sequencing, search based software engineering, software engineering}, month = {15-19 July}, notes = {Also known as \cite{Langdon:2017:GIC:3067695.3082540} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kemeling:2017:GECCO, author = {Micha Kemeling and Evert Haasdijk}, title = {Incorporating User Feedback in Embodied Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1685--1686}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082549}, doi = {10.1145/3067695.3082549}, acmid = {3082549}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {embodied evolution, evolutionary robotics, interactive evolution}, month = {15-19 July}, notes = {Also known as \cite{Kemeling:2017:IUF:3067695.3082549} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Craven:2017:GECCOa, author = {Matthew J. Craven and David I. Graham}, title = {Exploring the (Efficient) Frontiers of Portfolio Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {19--20}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082036}, doi = {10.1145/3067695.3082036}, acmid = {3082036}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, multi-objective problem, pareto front, portfolio optimization, quadratic programming}, month = {15-19 July}, notes = {Also known as \cite{Craven:2017:EFP:3067695.3082036} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rollins:2017:GECCO, author = {Alex C. Rollins and Jacob Schrum}, title = {Balancing Selection Pressures, Multiple Objectives, and Neural Modularity to Coevolve Cooperative Agent Behavior}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {75--76}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075979}, doi = {10.1145/3067695.3075979}, acmid = {3075979}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial life, co-evolution, multi-agent systems, neural networks}, month = {15-19 July}, notes = {Also known as \cite{Rollins:2017:BSP:3067695.3075979} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Trueba:2017:GECCO, author = {P. Trueba and A. Prieto and F. Bellas}, title = {Embodied Evolution Versus Cooperative Coevolution in Multi-robot Optimization: A Practical Comparison}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {79--80}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076083}, doi = {10.1145/3067695.3076083}, acmid = {3076083}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cooperative coevolution, embodied evolution, multi-robot systems}, month = {15-19 July}, notes = {Also known as \cite{Trueba:2017:EEV:3067695.3076083} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dhebar:2017:GECCO, author = {Yashesh Dhebar and Kalyanmoy Deb}, title = {A Computationally Fast Multimodal Optimization with Push Enabled Genetic Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {191--192}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076023}, doi = {10.1145/3067695.3076023}, acmid = {3076023}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, multimodal optimization, niching, non-uniform push operator}, month = {15-19 July}, notes = {Also known as \cite{Dhebar:2017:CFM:3067695.3076023} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bazzan:2017:GECCO, author = {Ana L. C. Bazzan}, title = {Synergies Between Evolutionary Computation and Multiagent Reinforcement Learning: The Benefits of Exchanging Solutions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {201--202}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075970}, doi = {10.1145/3067695.3075970}, acmid = {3075970}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, multiagent systems, reinforcement learning}, month = {15-19 July}, notes = {Also known as \cite{Bazzan:2017:SEC:3067695.3075970} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dominguez-Isidro:2017:GECCO, author = {Saul Dominguez-Isidro and Efren Mezura-Montes}, title = {The Baldwin Effect on a Memetic Differential Evolution for Constrained Numerical Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {203--204}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076096}, doi = {10.1145/3067695.3076096}, acmid = {3076096}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {baldwin effect, constrained numerical optimization, differential evolution, memetic algorithm}, month = {15-19 July}, notes = {Also known as \cite{Dominguez-Isidro:2017:BEM:3067695.3076096} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bazzan:2017:GECCOa, author = {Ana L. C. Bazzan}, title = {Multiagent Systems and Agent-based Modeling and Simulation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {959--1004}, size = {46 pages}, url = {http://doi.acm.org/10.1145/3067695.3067723}, doi = {10.1145/3067695.3067723}, acmid = {3067723}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Bazzan:2017:MSA:3067695.3067723} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moreira:2017:GECCO, author = {Rafaela Priscila Cruz Moreira and Elizabeth Fialho Wanner and Fl\'{a}vio Vin\'{\i}cius Cruzeiro Martins and Jo\~{a}o Fernando Machry Sarubbi}, title = {The Menu Planning Problem: A Multiobjective Approach for Brazilian Schools Context}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {113--114}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076070}, doi = {10.1145/3067695.3076070}, acmid = {3076070}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, evolutionary computation, genetic algorithm, menu planning}, month = {15-19 July}, notes = {Also known as \cite{Moreira:2017:MPP:3067695.3076070} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Urbanowicz:2017:GECCO, author = {Ryan J. Urbanowicz}, title = {Introducing Rule-based Machine Learning: Capturing Complexity}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {576--604}, size = {29 pages}, url = {http://doi.acm.org/10.1145/3067695.3067719}, doi = {10.1145/3067695.3067719}, acmid = {3067719}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Urbanowicz:2017:IRM:3067695.3067719} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pereira:2017:GECCO, author = {Vitor Pereira and Pedro Sousa and Miguel Rocha}, title = {Evolutionary Computation at Work for the Optimization of Link State Routing Protocols}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {299--300}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076110}, doi = {10.1145/3067695.3076110}, acmid = {3076110}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, traffic engineering}, month = {15-19 July}, notes = {Also known as \cite{Pereira:2017:ECW:3067695.3076110} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hart:2017:GECCOa, author = {Emma Hart and Kevin Sim}, title = {On Constructing Ensembles for Combinatorial Optimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {5--6}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084379}, doi = {10.1145/3067695.3084379}, acmid = {3084379}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Hart:2017:CEC:3067695.3084379} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tauritz:2017:GECCO, author = {Daniel R. Tauritz and John Woodward}, title = {Hyper-heuristics Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {510--544}, size = {35 pages}, url = {http://doi.acm.org/10.1145/3067695.3067710}, doi = {10.1145/3067695.3067710}, acmid = {3067710}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Tauritz:2017:HT:3067695.3067710} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Paduraru:2017:GECCO, author = {Ciprian Paduraru and Marius-Constantin Melemciuc and Alin Stefanescu}, title = {A Distributed Implementation Using Apache Spark of a Genetic Algorithm Applied to Test Data Generation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1857--1863}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3084219}, doi = {10.1145/3067695.3084219}, acmid = {3084219}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {apache spark, distributed implementation, genetic algorithms, test coverage, test data generation}, month = {15-19 July}, notes = {Also known as \cite{Paduraru:2017:DIU:3067695.3084219} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ciccarelli:2017:GECCO, author = {Francesca Ciccarelli}, title = {Computational Approaches in Cancer Genomics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1--1}, size = {1 pages}, url = {http://doi.acm.org/10.1145/3071178.3106410}, doi = {10.1145/3071178.3106410}, acmid = {3106410}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {anti-cancer therapy, cancer genomics, data analysis}, month = {15-19 July}, notes = {Also known as \cite{Ciccarelli:2017:CAC:3071178.3106410} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kriegman:2017:GECCO, author = {Sam Kriegman and Nick Cheney and Francesco Corucci and Josh C. Bongard}, title = {A Minimal Developmental Model Can Increase Evolvability in Soft Robots}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {131--138}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071296}, doi = {10.1145/3071178.3071296}, acmid = {3071296}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial life, development, evolutionary robotics, heterochrony, morphogenesis, soft robotics}, month = {15-19 July}, notes = {Also known as \cite{Kriegman:2017:MDM:3071178.3071296} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Justesen:2017:GECCO, author = {Niels Justesen and Sebastian Risi}, title = {Continual Online Evolutionary Planning for In-game Build Order Adaptation in StarCraft}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {187--194}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071210}, doi = {10.1145/3071178.3071210}, acmid = {3071210}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {StarCraft, evolutionary algorithms, game AI, online evolution}, month = {15-19 July}, notes = {Also known as \cite{Justesen:2017:COE:3071178.3071210} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Polyakovskiy:2017:GECCO, author = {Sergey Polyakovskiy and Alexander Makarowsky and Rym M'Hallah}, title = {Just-in-time Batch Scheduling Problem with Two-dimensional Bin Packing Constraints}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {321--328}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071223}, doi = {10.1145/3071178.3071223}, acmid = {3071223}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bin packing, constraint programming, constructive heuristic, hybrid approach, multi-component problem, scheduling}, month = {15-19 July}, notes = {Also known as \cite{Polyakovskiy:2017:JBS:3071178.3071223} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cody-Kenny:2017:GECCOa, author = {Brendan Cody-Kenny and Michael Fenton and Adrian Ronayne and Eoghan Considine and Thomas McGuire and Michael O'Neill}, title = {A Search for Improved Performance in Regular Expressions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1280--1287}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071196}, doi = {10.1145/3071178.3071196}, acmid = {3071196}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, performance, regular expressions}, month = {15-19 July}, notes = {Also known as \cite{Cody-Kenny:2017:SIP:3071178.3071196} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gravina:2017:GECCOa, author = {Daniele Gravina and Antonios Liapis and Georgios N. Yannakakis}, title = {Coupling Novelty and Surprise for Evolutionary Divergence}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {107--114}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071179}, doi = {10.1145/3071178.3071179}, acmid = {3071179}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NEAT, deception, divergent search, fitness-based evolution, map navigation, novelty search, surprise search}, month = {15-19 July}, notes = {Also known as \cite{Gravina:2017:CNS:3071178.3071179} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Helal:2017:GECCO, author = {Ayah Helal and Fernando E. B. Otero}, title = {Automatic Design of Ant-miner Mixed Attributes for Classification Rule Discovery}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {433--440}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071306}, doi = {10.1145/3071178.3071306}, acmid = {3071306}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ant colony optimization, classification rules, data mining, sequential covering}, month = {15-19 July}, notes = {Also known as \cite{Helal:2017:ADA:3071178.3071306} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Roy:2017:GECCO, author = {Proteek Roy and Rayan Hussein and Kalyanmoy Deb}, title = {Metamodeling for Multimodal Selection Functions in Evolutionary Multi-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {625--632}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071219}, doi = {10.1145/3071178.3071219}, acmid = {3071219}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {expensive, multi-modal, multi-objective optimization, neural network, surrogate}, month = {15-19 July}, notes = {Also known as \cite{Roy:2017:MMS:3071178.3071219} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chen:2017:GECCO, author = {Ping-Lin Chen and Chun-Jen Peng and Chang-Yi Lu and Tian-Li Yu}, title = {Two-edge Graphical Linkage Model for DSMGA-II}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {745--752}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071236}, doi = {10.1145/3071178.3071236}, acmid = {3071236}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {estimation-of-distribution algorithm, genetic algorithm, linkage learning, model building}, month = {15-19 July}, notes = {Also known as \cite{Chen:2017:TGL:3071178.3071236} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Contaldi:2017:GECCO, author = {Carlo Contaldi and Fatemeh Vafaee and Peter C. Nelson}, title = {The Role of Crossover Operator in Bayesian Network Structure Learning Performance: A Comprehensive Comparative Study and New Insights}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {769--776}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071240}, doi = {10.1145/3071178.3071240}, acmid = {3071240}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bayesian network structure learning, crossover, exploitation, genetic algorithms}, month = {15-19 July}, notes = {Also known as \cite{Contaldi:2017:RCO:3071178.3071240} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yu:2017:GECCO, author = {Jheng-Ying Yu and I-Ting Chen and Tian-Li Yu}, title = {A Diversity Preservation Scheme for DSMGA-II to Conquer the Hierarchical Difficulty}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {841--848}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071253}, doi = {10.1145/3071178.3071253}, acmid = {3071253}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity preserving, genetic algorithm, hierarchy, linkage learning, niching}, month = {15-19 July}, notes = {Also known as \cite{Yu:2017:DPS:3071178.3071253} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Volz:2017:GECCO, author = {Vanessa Volz and G\"{u}nter Rudolph and Boris Naujoks}, title = {Investigating Uncertainty Propagation in Surrogate-assisted Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {881--888}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071249}, doi = {10.1145/3071178.3071249}, acmid = {3071249}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary optimisation, performance analysis, surrogate-assisted optimisation}, month = {15-19 July}, notes = {Also known as \cite{Volz:2017:IUP:3071178.3071249} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moraglio:2017:GECCO, author = {Alberto Moraglio and Krzysztof Krawiec}, title = {Geometric Semantic Genetic Programming for Recursive Boolean Programs}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {993--1000}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071266}, doi = {10.1145/3071178.3071266}, acmid = {3071266}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, boolean functions, geometric semantic genetic programming, principled design, recursive programs, semantics}, month = {15-19 July}, notes = {Also known as \cite{Moraglio:2017:GSG:3071178.3071266} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ramirez-Atencia:2017:GECCO, author = {Cristian Ramirez-Atencia and Sanaz Mostaghim and David Camacho}, title = {A Knee Point Based Evolutionary Multi-objective Optimization for Mission Planning Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1216--1223}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071319}, doi = {10.1145/3071178.3071319}, acmid = {3071319}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {UAVs, constraint satisfaction problems, evolutionary multi-objective optimization, knee point, mission planning}, month = {15-19 July}, notes = {Also known as \cite{Ramirez-Atencia:2017:KPB:3071178.3071319} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Vasu:2017:GECCO, author = {Madhavun Candadai Vasu and Eduardo J. Izquierdo}, title = {Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-specific Clusters of Effective Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {75--82}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071336}, doi = {10.1145/3071178.3071336}, acmid = {3071336}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Evolutionary Robotics, Evolutionary algorithms, Information Theory, Spiking Neural networks, Transfer Entropy}, month = {15-19 July}, notes = {Also known as \cite{Vasu:2017:EAE:3071178.3071336} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Harter:2017:GECCO, author = {Adam Harter and Daniel R. Tauritz and William M. Siever}, title = {Asynchronous Parallel Cartesian Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1820--1824}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3084210}, doi = {10.1145/3067695.3084210}, acmid = {3084210}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, asynchronous parallel evolution, evolutionary computing}, month = {15-19 July}, notes = {Also known as \cite{Harter:2017:APC:3067695.3084210} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Vassiliades:2017:GECCO, author = {Vassilis Vassiliades and Konstantinos Chatzilygeroudis and Jean-Baptiste Mouret}, title = {Comparing Multimodal Optimization and Illumination}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {97--98}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075610}, doi = {10.1145/3067695.3075610}, acmid = {3075610}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MAP-elites, behavioral diversity, illumination algorithms, multimodal optimization, novelty search, quality diversity}, month = {15-19 July}, notes = {Also known as \cite{Vassiliades:2017:CMO:3067695.3075610} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Caldwell:2017:GECCO, author = {J. R. Caldwell and R. A. Watson}, title = {How to Get More from Your Model: The Role of Constructive Selection in Estimation of Distribution Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {101--102}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076049}, doi = {10.1145/3067695.3076049}, acmid = {3076049}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bayesian optimisation algorithm, constructive selection, estimation of distribution algorithm, filter selection, genetic algorithms, model building optimisation, multi-scale search, restart hopfield network with generative association, time-complexity}, month = {15-19 July}, notes = {Also known as \cite{Caldwell:2017:GMY:3067695.3076049} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fan:2017:GECCO, author = {David D. Fan and Evangelos Theodorou and John Reeder}, title = {Evolving Cost Functions for Model Predictive Control of Multi-agent UAV Combat Swarms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {55--56}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076019}, doi = {10.1145/3067695.3076019}, acmid = {3076019}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NEAT, evolution, learning, model predictive control, multi agent systems, optimal control, path integral control}, month = {15-19 July}, notes = {Also known as \cite{Fan:2017:ECF:3067695.3076019} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Omidvar:2017:GECCO, author = {Mohammad Nabi Omidvar and Xiaodong Li}, title = {Evolutionary Large-scale Global Optimization: An Introduction}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {807--827}, size = {21 pages}, url = {http://doi.acm.org/10.1145/3067695.3067706}, doi = {10.1145/3067695.3067706}, acmid = {3067706}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Omidvar:2017:ELG:3067695.3067706} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Novaes:2017:GECCO, author = {Andr{\'e} Luiz Farias Novaes and Ricardo Tanscheit and Douglas Mota Dias}, title = {Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1427--1430}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082506}, doi = {10.1145/3067695.3082506}, acmid = {3082506}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, feature selection, model selection, multiple regression}, month = {15-19 July}, notes = {Also known as \cite{Novaes:2017:EGP:3067695.3082506} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Daschinger:2017:GECCO, author = {Melanie D\"{a}schinger and Andreas Knote and Sebastian {von Mammen}}, title = {An Evolutionary Approach to Behavioural Morphometrics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {83--84}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075966}, doi = {10.1145/3067695.3075966}, acmid = {3075966}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {developmental biology, genetic algorithm}, month = {15-19 July}, notes = {Also known as \cite{Daschinger:2017:EAB:3067695.3075966} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Blot:2017:GECCO, author = {Aymeric Blot and Laetitia Jourdan and Marie-\'{E}l{\'e}onore Kessaci}, title = {Automatic Design of Multi-objective Local Search Algorithms: Case Study on a Bi-objective Permutation Flowshop Scheduling Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {227--234}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071323}, doi = {10.1145/3071178.3071323}, acmid = {3071323}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {local search, metaheuristics, multi-objective optimisation, parameter tuning}, month = {15-19 July}, notes = {Also known as \cite{Blot:2017:ADM:3071178.3071323} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Jung:2017:GECCO, author = {Chihoon Jung and Rituparna Datta and Aviv Segev}, title = {Multi-document Summarization Using Evolutionary Multi-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {31--32}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082040}, doi = {10.1145/3067695.3082040}, acmid = {3082040}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary multi-objective optimization, text summarization}, month = {15-19 July}, notes = {Also known as \cite{Jung:2017:MSU:3067695.3082040} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Haraldsson:2017:GECCO, author = {Saemundur O. Haraldsson and John R. Woodward and Alexander E. I. Brownlee and Kristin Siggeirsdottir}, title = {Fixing Bugs in Your Sleep: How Genetic Improvement Became an Overnight Success}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1513--1520}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082517}, doi = {10.1145/3067695.3082517}, acmid = {3082517}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive system, bug fixing, genetic improvement, test data generation}, month = {15-19 July}, notes = {Also known as \cite{Haraldsson:2017:FBY:3067695.3082517} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Penaloza-Mejia:2017:GECCO, author = {Ollin Pe\~{n}aloza-Mej\'{\i}a and Eddie Clemente and Marlen Meza-S\'{a}nchez and Cynthia B. P{\'e}rez and Francisco Ch\'{a}vez}, title = {GP-based Motion Control Design for the Double-integrator System Subject to Velocity Constraint}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {73--74}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076094}, doi = {10.1145/3067695.3076094}, acmid = {3076094}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, bounded velocity, double-integrator system, motion control design}, month = {15-19 July}, notes = {Also known as \cite{Penaloza-Mejia:2017:GMC:3067695.3076094} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nourmohammadzadeh:2017:GECCO, author = {Abtin Nourmohammadzadeh and Sven Hartmann and Hui Ma}, title = {A Parallel Hybrid GA-PSO Approach with Dynamic Rule-based Parameter Setting}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {215--216}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076051}, doi = {10.1145/3067695.3076051}, acmid = {3076051}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic parameter setting, genetic algorithm, parallel hybridaration, particle swarm optimisation}, month = {15-19 July}, notes = {Also known as \cite{Nourmohammadzadeh:2017:PHG:3067695.3076051} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algo'17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {283--284}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076047}, doi = {10.1145/3067695.3076047}, acmid = {3076047}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automatically difficulty grading model (ADGM)}, month = {15-19 July}, notes = {Also known as \cite{Liu:2017:ADG:3067695.3076047} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chicotay:2017:GECCO, author = {Sarit Chicotay and Eli (Omid) David and Nathan S. Netanyahu}, title = {A Two-phase Genetic Algorithm for Image Registration}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {189--190}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076017}, doi = {10.1145/3067695.3076017}, acmid = {3076017}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {computer vision, genetic algorithms, image registration, multi-objective optimization, normalized cross correlation}, month = {15-19 July}, notes = {Also known as \cite{Chicotay:2017:TGA:3067695.3076017} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{dePaula:2017:GECCO, author = {Lauro C. M. {de Paula} and Anderson S. Soares and Telma W. Soares and Clarimar J. Coelho}, title = {Variable Selection As a Non-completely Decomposable Problem: A Case Study in Multivariate Calibration}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1399--1402}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082494}, doi = {10.1145/3067695.3082494}, acmid = {3082494}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {decomposability, genetic algorithms, multivariate calibration, variable selection}, month = {15-19 July}, notes = {Also known as \cite{dePaula:2017:VSN:3067695.3082494} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kriegman:2017:GECCOa, author = {Sam Kriegman and Collin Cappelle and Francesco Corucci and Anton Bernatskiy and Nick Cheney and Josh C. Bongard}, title = {Simulating the Evolution of Soft and Rigid-body Robots}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1117--1120}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082051}, doi = {10.1145/3067695.3082051}, acmid = {3082051}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, physical simulation}, month = {15-19 July}, notes = {Also known as \cite{Kriegman:2017:SES:3067695.3082051} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alexandre:2017:GECCO, author = {Rafael F. Alexandre and Felipe Campelo and Jo\~{a}o A. Vasconcelos}, title = {Multiobjective Evolutionary Algorithms for Operational Planning Problems in Open-pit Mining}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {259--260}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076004}, doi = {10.1145/3067695.3076004}, acmid = {3076004}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dispatch, multiobjective evolutionary algorithms, open-pit mine}, month = {15-19 July}, notes = {Also known as \cite{Alexandre:2017:MEA:3067695.3076004} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ishibuchi:2017:GECCO, author = {Hisao Ishibuchi and Ryo Imada and Yu Setoguchi and Yusuke Nojima}, title = {Reference Point Specification in Hypervolume Calculation for Fair Comparison and Efficient Search}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {585--592}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071264}, doi = {10.1145/3071178.3071264}, acmid = {3071264}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary multiobjective optimization, hypervolume}, month = {15-19 July}, notes = {Also known as \cite{Ishibuchi:2017:RPS:3071178.3071264} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Qian:2017:GECCO, author = {Chao Qian and Chao Bian and Wu Jiang and Ke Tang}, title = {Running Time Analysis of the (1+1)-EA for Onemax and Leadingones Under Bit-wise Noise}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1399--1406}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071347}, doi = {10.1145/3071178.3071347}, acmid = {3071347}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {computational complexity, evolutionary algorithms, noisy optimization, running time analysis}, month = {15-19 July}, notes = {Also known as \cite{Qian:2017:RTA:3071178.3071347} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sanders:2017:GECCO, author = {Peter Sanders and Christian Schulz and Darren Strash and Robert Williger}, title = {Distributed Evolutionary K-way Node Separators}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {345--352}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071204}, doi = {10.1145/3071178.3071204}, acmid = {3071204}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {graph partitioning, max-flow min-cut, node separators}, month = {15-19 July}, notes = {Also known as \cite{Sanders:2017:DEK:3071178.3071204} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tran:2017:GECCO, author = {Cao Truong Tran and Mengjie Zhang and Peter Andreae and Bing Xue}, title = {Multiple Imputation and Genetic Programming for Classification with Incomplete Data}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {521--528}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071181}, doi = {10.1145/3071178.3071181}, acmid = {3071181}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, classification, incomplete data, missing data, multiple imputation}, month = {15-19 July}, notes = {Also known as \cite{Tran:2017:MIG:3071178.3071181} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Osuna:2017:GECCO, author = {Edgar Covantes Osuna and Wanru Gao and Frank Neumann and Dirk Sudholt}, title = {Speeding Up Evolutionary Multi-objective Optimisation Through Diversity-based Parent Selection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {553--560}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3080294}, doi = {10.1145/3071178.3080294}, acmid = {3080294}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity mechanisms, evolutionary algorithms, multi-objective optimization, parent selection, runtime analysis, theory}, month = {15-19 July}, notes = {Also known as \cite{Osuna:2017:SUE:3071178.3080294} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Shirinzadeh:2017:GECCO, author = {Saeideh Shirinzadeh and Mathias Soeken and Daniel Gro\sse and Rolf Drechsler}, title = {An Adaptive Prioritized \Ε-preferred Evolutionary Algorithm for Approximate BDD Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1232--1239}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071281}, doi = {10.1145/3071178.3071281}, acmid = {3071281}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive algorithm, approximate BDD optimization, prioritized evolutionary algorithm}, month = {15-19 July}, notes = {Also known as \cite{Shirinzadeh:2017:APE:3071178.3071281} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Carvalho:2017:GECCO, author = {Jonata Tyska Carvalho and Stefano Nolfi}, title = {Exploiting Environmental Differentiation to Promote Evolvability in Artificial Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {81--82}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075994}, doi = {10.1145/3067695.3075994}, acmid = {3075994}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, evolvability, genetic algorithms, niches}, month = {15-19 July}, notes = {Also known as \cite{Carvalho:2017:EED:3067695.3075994} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zamuda:2017:GECCO, author = {Ale\v{s} Zamuda and Christine Zarges and Gregor Stiglic and Goran Hrovat}, title = {Stability Selection Using a Genetic Algorithm and Logistic Linear Regression on Healthcare Records}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {143--144}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076077}, doi = {10.1145/3067695.3076077}, acmid = {3076077}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cross-validation, disease risk prediction, feature importance, feature selection, genetic algorithm, healthcare cost utility project, healthcare records, logistic generalized linear regression, stability selection}, month = {15-19 July}, notes = {Also known as \cite{Zamuda:2017:SSU:3067695.3076077} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Caceres:2017:GECCO, author = {Leslie P{\'e}rez C\'{a}ceres and Bernd Bischl and Thomas St\"{u}tzle}, title = {Evaluating Random Forest Models for Irace}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1146--1153}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082057}, doi = {10.1145/3067695.3082057}, acmid = {3082057}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automatic algorithm configuration, irace, parameter tuning, random forests}, month = {15-19 July}, notes = {Also known as \cite{Caceres:2017:ERF:3067695.3082057} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lapok:2017:GECCO, author = {P. Lapok and A. Lawson and B. Paechter}, title = {Evaluation of a Genetic Representation for Outline Shapes}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1419--1422}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082501}, doi = {10.1145/3067695.3082501}, acmid = {3082501}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {complex systems, evolutionary algorithm, genetic representation, mechanical lever systems, shape representation}, month = {15-19 July}, notes = {Also known as \cite{Lapok:2017:EGR:3067695.3082501} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nogueras:2017:GECCO, author = {Rafael Nogueras and Carlos Cotta}, title = {Evaluating Island-based EAs on Unstable Networks with Complex Failure Patterns}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {39--40}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082044}, doi = {10.1145/3067695.3082044}, acmid = {3082044}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {island-based EAs, resilience, sandpile model, unstable networks}, month = {15-19 July}, notes = {Also known as \cite{Nogueras:2017:EIE:3067695.3082044} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gomez:2017:GECCO, author = {Juan Carlos Gomez and Stijn Hoskens and Marie-Francine Moens}, title = {Evolutionary Learning of Meta-rules for Text Classification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {131--132}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075601}, doi = {10.1145/3067695.3075601}, acmid = {3075601}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automatic machine learning, genetic algorithms, hyper-heuristics, text classification}, month = {15-19 July}, notes = {Also known as \cite{Gomez:2017:ELM:3067695.3075601} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Medvet:2017:GECCOb, author = {Eric Medvet and Alberto Bartoli and Giovanni Squillero}, title = {An Effective Diversity Promotion Mechanism in Grammatical Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {247--248}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076057}, doi = {10.1145/3067695.3076057}, acmid = {3076057}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity, locality, performance, representation}, month = {15-19 July}, notes = {Also known as \cite{Medvet:2017:EDP:3067695.3076057} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Siwczyk:2017:GECCO, author = {Thomas Siwczyk and Sebastian Engell}, title = {A Fast Hybrid Evolutionary Algorithm with Inexact Fitness Evaluation for Solving Two-stage Stochastic Scheduling Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {307--308}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076014}, doi = {10.1145/3067695.3076014}, acmid = {3076014}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {hybrid evolutionary algorithm, ordinal optimization, scheduling}, month = {15-19 July}, notes = {Also known as \cite{Siwczyk:2017:FHE:3067695.3076014} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tanaka:2017:GECCO, author = {Keigo Tanaka and Youhei Akimoto}, title = {Introducing the Cumulation to the Population Based Incremental Learning and the Compact GA to Relax Genetic Drift}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {199--200}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075987}, doi = {10.1145/3067695.3075987}, acmid = {3075987}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {binary optimization, compact genetic algorithm, cumulation, genetic drift, population based incremental learning}, month = {15-19 July}, notes = {Also known as \cite{Tanaka:2017:ICP:3067695.3075987} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Markina:2017:GECCO, author = {Margarita Markina and Maxim Buzdalov}, title = {Hybridizing Non-dominated Sorting Algorithms: Divide-and-conquer Meets Best Order Sort}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {153--154}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076074}, doi = {10.1145/3067695.3076074}, acmid = {3076074}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {best order sort, divide-and-conquer, hybrid algorithms, non-dominated sorting}, month = {15-19 July}, notes = {Also known as \cite{Markina:2017:HNS:3067695.3076074} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cappelle:2017:GECCO, author = {Collin Cappelle and Anton Bernatskiy and Josh C. Bongard}, title = {Ecological Modularity As a Means to Reduce Necessary Training Environments in Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {53--54}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076027}, doi = {10.1145/3067695.3076027}, acmid = {3076027}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial intelligence, embodied cognition, modularity, robotics}, month = {15-19 July}, notes = {Also known as \cite{Cappelle:2017:EMM:3067695.3076027} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Salza:2017:GECCO, author = {Pasquale Salza and Erik Hemberg and Filomena Ferrucci and Una-May O'Reilly}, title = {Towards Evolutionary Machine Learning Comparison, Competition, and Collaboration with a Multi-cloud Platform}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1263--1270}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082474}, doi = {10.1145/3067695.3082474}, acmid = {3082474}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cloud computing, evolutionary machine learning, microservices}, month = {15-19 July}, notes = {Also known as \cite{Salza:2017:TEM:3067695.3082474} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cao:2017:GECCO, author = {Van Loi Cao and Miguel Nicolau and James McDermott}, title = {Late-acceptance and Step-counting Hill-climbing GP for Anomaly Detection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {221--222}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076091}, doi = {10.1145/3067695.3076091}, acmid = {3076091}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Cao:2017:LSH:3067695.3076091} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sapin:2017:GECCOa, author = {Emmanuel Sapin and Kenneth {De Jong} and Amarda Shehu}, title = {An Evolutionary Algorithm to Model Structural Excursions of a Protein}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1669--1673}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3082544}, doi = {10.1145/3067695.3082544}, acmid = {3082544}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {computational structural biology, energy landscape, evolutionary algorithm, protein modeling, stochastic optimization, structural dynamics}, month = {15-19 July}, notes = {Also known as \cite{Sapin:2017:EAM:3067695.3082544} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alba:2017:GECCO, author = {Enrique Alba}, title = {Intelligent Systems for Smart Cities}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {942--958}, size = {17 pages}, url = {http://doi.acm.org/10.1145/3067695.3067727}, doi = {10.1145/3067695.3067727}, acmid = {3067727}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Alba:2017:ISS:3067695.3067727} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sato:2017:GECCO, author = {Yuji Sato and Mikiko Sato and Minami Miyakawa}, title = {Distributed NSGA-II with Migration Using Compensation on Many-core Processors for Improving Performance and Accuracy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {161--162}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075974}, doi = {10.1145/3067695.3075974}, acmid = {3075974}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NSGA-II, distributed processing, many-core environment, multiobjective evolutionary algorithms}, month = {15-19 July}, notes = {Also known as \cite{Sato:2017:DNM:3067695.3075974} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fox:2017:GECCO, author = {H. Fox and S. Ben Alul and M. Weiss Cohen}, title = {Scheduling a Continues Galvanization Line Using Genetic Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {277--278}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076001}, doi = {10.1145/3067695.3076001}, acmid = {3076001}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {continuous galvanization line, genetic algorithms, optimization sequencing}, month = {15-19 July}, notes = {Also known as \cite{Fox:2017:SCG:3067695.3076001} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{DeFalco:2017:GECCOa, author = {Ivanoe {De Falco} and Antonio Della Cioppa and Giuseppe A. Trunfio}, title = {Large Scale Optimization of Computationally Expensive Functions: An Approach Based on Parallel Cooperative Coevolution and Fitness Metamodeling}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1788--1795}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084214}, doi = {10.1145/3067695.3084214}, acmid = {3084214}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cooperative coevolution, large scale optimization, metamodeling}, month = {15-19 July}, notes = {Also known as \cite{DeFalco:2017:LSO:3067695.3084214} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Scirea:2017:GECCO, author = {Marco Scirea and Peter Eklund and Julian Togelius and Sebastian Risi}, title = {Can You Feel It?: Evaluation of Affective Expression in Music Generated by MetaCompose}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {211--218}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071314}, doi = {10.1145/3071178.3071314}, acmid = {3071314}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {affective computing, music generation, quantitative evaluation}, month = {15-19 July}, notes = {Also known as \cite{Scirea:2017:YFE:3071178.3071314} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tatsumi:2017:GECCO, author = {Takato Tatsumi and Hiroyuki Sato and Keiki Takadama}, title = {Automatic Adjustment of Selection Pressure Based on Range of Reward in Learning Classifier System}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {505--512}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3080531}, doi = {10.1145/3071178.3080531}, acmid = {3080531}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {XCS, accuracy criteria, reward, sample standard deviation}, month = {15-19 July}, notes = {Also known as \cite{Tatsumi:2017:AAS:3071178.3080531} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOa, author = {Benjamin Doerr and Huu Phuoc Le and R{\'e}gis Makhmara and Ta Duy Nguyen}, title = {Fast Genetic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {777--784}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071301}, doi = {10.1145/3071178.3071301}, acmid = {3071301}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithm, heavy-tailed distribution, multimodal optimization, mutation operator, power-law distribution}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:FGA:3071178.3071301} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wang:2017:GECCOa, author = {Chengyan Wang and Bing Xue and Lin Shang}, title = {PSO-based Parameters Selection for the Bilateral Filter in Image Denoising}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {51--58}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071231}, doi = {10.1145/3071178.3071231}, acmid = {3071231}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bilateral filter, denoising, fitness function, parameter optimization, particle swarm optimization}, month = {15-19 July}, notes = {Also known as \cite{Wang:2017:PPS:3071178.3071231} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chauhan:2017:GECCO, author = {Ankit Chauhan and Tobias Friedrich and Francesco Quinzan}, title = {Approximating Optimization Problems Using EAs on Scale-free Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {235--242}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071257}, doi = {10.1145/3071178.3071257}, acmid = {3071257}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Chauhan:2017:AOP:3071178.3071257} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moalic:2017:GECCO, author = {Laurent Moalic and Alexandre Gondran}, title = {Heuristic Rope Team: A Parallel Algorithm for Graph Coloring}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {314--320}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3071178.3071291}, doi = {10.1145/3071178.3071291}, acmid = {3071291}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {hybridization, memetic algorithm, metaheuristics, parallelization}, month = {15-19 July}, notes = {Also known as \cite{Moalic:2017:HRT:3071178.3071291} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Elarbi:2017:GECCO, author = {Maha Elarbi and Slim Bechikh and Lamjed Ben Said}, title = {On the Importance of Isolated Solutions in Constrained Decomposition-based Many-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {561--568}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071227}, doi = {10.1145/3071178.3071227}, acmid = {3071227}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {constrained many-objective optimization, constraint handling, decomposition-based evolutionary algorithms, isolated solutions}, month = {15-19 July}, notes = {Also known as \cite{Elarbi:2017:IIS:3071178.3071227} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Janikow:2017:GECCO, author = {Cezary Z Janikow and Mark Hauschild}, title = {Automatic Generation of Domain-specific Genetic Algorithm Operators Using the Hierarchical Bayesian Optimization Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {801--808}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071331}, doi = {10.1145/3071178.3071331}, acmid = {3071331}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {binary genetic algorithms, crossover operators, hierarchical BOA, informed operators, knowledge-intensive operators, mutation operators, probabilistic model}, month = {15-19 July}, notes = {Also known as \cite{Janikow:2017:AGD:3071178.3071331} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Cruz-Salinas:2017:GECCO, author = {Andres Felipe Cruz-Salinas and Jonatan Gomez Perdomo}, title = {Self-adaptation of Genetic Operators Through Genetic Programming Techniques}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {913--920}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071214}, doi = {10.1145/3071178.3071214}, acmid = {3071214}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, evolutionary algorithms, real optimization, self-adaptation, self-adapted operators}, month = {15-19 July}, notes = {Also known as \cite{Cruz-Salinas:2017:SGO:3071178.3071214} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Adams:2017:GECCO, author = {Chad Adams and Hirav Parekh and Sushil J. Louis}, title = {Procedural Level Design Using an Interactive Cellular Automata Genetic Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {85--86}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075614}, doi = {10.1145/3067695.3075614}, acmid = {3075614}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computing, genetic algorithm, procedural content}, month = {15-19 July}, notes = {Also known as \cite{Adams:2017:PLD:3067695.3075614} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Blanchard:2017:GECCO, author = {Julien Blanchard and Charlotte Beauthier and Timoteo Carletti}, title = {A Cooperative Co-evolutionary Algorithm for Solving Large-scale Constrained Problems with Interaction Detection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {697--704}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071187}, doi = {10.1145/3071178.3071187}, acmid = {3071187}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {constrained optimization problems, cooperative co-evolutionary algorithm, differential grouping, genetic algorithm, global optimization, large-scale optimization}, month = {15-19 July}, notes = {Also known as \cite{Blanchard:2017:CCA:3071178.3071187} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lehman:2017:GECCOa, author = {Joel Lehman}, title = {Analyzing Deception, Evolvability, and Behavioral Rarity in Evolutionary Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1479--1486}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082514}, doi = {10.1145/3067695.3082514}, acmid = {3082514}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolvability novelty search, neural networks}, month = {15-19 July}, notes = {Also known as \cite{Lehman:2017:ADE:3067695.3082514} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liskowski:2017:GECCO, author = {Pawe\l Liskowski and Krzysztof Krawiec}, title = {Discovery of Search Objectives in Continuous Domains}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {969--976}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071344}, doi = {10.1145/3071178.3071344}, acmid = {3071344}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, machine learning, multiobjective optimization, nonnegative matrix factorization}, month = {15-19 July}, notes = {Also known as \cite{Liskowski:2017:DSO:3071178.3071344} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fredivianus:2017:GECCO, author = {Nugroho Fredivianus and Kurt Geihs}, title = {Classifier Systems with Native Fuzzy Logic Control Operation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1341--1348}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082487}, doi = {10.1145/3067695.3082487}, acmid = {3082487}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {XCS, classifier systems, fuzzy logic control}, month = {15-19 July}, notes = {Also known as \cite{Fredivianus:2017:CSN:3067695.3082487} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sarubbi:2017:GECCO, author = {Jo\~{a}o M. Sarubbi and Flavio C. Martins and Cristiano M. Silva and Elizabeth Wanner}, title = {A Genetic Algorithm for Hybrid VANETs with Synchronous Communication}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {303--304}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076031}, doi = {10.1145/3067695.3076031}, acmid = {3076031}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {VANETs, genetic algorithm, hybrid communication}, month = {15-19 July}, notes = {Also known as \cite{Sarubbi:2017:GAH:3067695.3076031} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ren:2017:GECCO, author = {Zhigang Ren and An Chen and Lin Wang and Yongsheng Liang and Bei Pang}, title = {An Efficient Vector-growth Decomposition Algorithm for Cooperative Coevolution in Solving Large Scale Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {41--42}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082048}, doi = {10.1145/3067695.3082048}, acmid = {3082048}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cooperative coevolution, decomposition strategy}, month = {15-19 July}, notes = {Also known as \cite{Ren:2017:EVD:3067695.3082048} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bagheri:2017:GECCO, author = {Samineh Bagheri and Wolfgang Konen and Richard Allmendinger and J\"{u}rgen Branke and Kalyanmoy Deb and Jonathan Fieldsend and Domenico Quagliarella and Karthik Sindhya}, title = {Constraint Handling in Efficient Global Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {673--680}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071278}, doi = {10.1145/3071178.3071278}, acmid = {3071278}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {EGO, Gaussian processes, constraint optimization, expensive optimization, kriging, surrogate models}, month = {15-19 July}, notes = {Also known as \cite{Bagheri:2017:CHE:3071178.3071278} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Concatto:2017:GECCO, author = {Fernando Concatto and Wellington Zunino and Luigi A. Giancoli and Rafael Santiago and Lu\'{\i}s C. Lamb}, title = {Genetic Algorithm for Epidemic Mitigation by Removing Relationships}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {761--768}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071218}, doi = {10.1145/3071178.3071218}, acmid = {3071218}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {epidemic mitigation, genetic algorithms, influence spreading}, month = {15-19 July}, notes = {Also known as \cite{Concatto:2017:GAE:3071178.3071218} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Martins:2017:GECCO, author = {Marcella S. R. Martins and Mohamed {El Yafrani} and Myriam R. B. S. Delgado and Markus Wagner and Bela\"{\i}d Ahiod and Ricardo L\"{u}ders}, title = {HSEDA: A Heuristic Selection Approach Based on Estimation of Distribution Algorithm for the Travelling Thief Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {361--368}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071235}, doi = {10.1145/3071178.3071235}, acmid = {3071235}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Estimation of Distribution Algorithms, Heuristic selection, Multi-component problems, Travelling Thief Problem}, month = {15-19 July}, notes = {Also known as \cite{Martins:2017:HHS:3071178.3071235} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{DeFalco:2017:GECCOb, author = {Ivanoe {De Falco} and Eryk Laskowski and Richard Olejnik and Umberto Scafuri and Ernesto Tarantino and Marek Tudruj}, title = {Multi-objective Parallel Extremal Optimization in Processor Load Balancing for Distributed Programs}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1796--1803}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084218}, doi = {10.1145/3067695.3084218}, acmid = {3084218}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {extremal optimization, multi-objective optimization, processor load balancing}, month = {15-19 July}, notes = {Also known as \cite{DeFalco:2017:MPE:3067695.3084218} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lezama:2017:GECCO, author = {Fernando Lezama and Luis Enrique Sucar and Enrique Munoz {de Cote} and Jo\~{a}o Soares and Zita Vale}, title = {Differential Evolution Strategies for Large-scale Energy Resource Management in Smart Grids}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1279--1286}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082478}, doi = {10.1145/3067695.3082478}, acmid = {3082478}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {differential evolution, energy resource management, evolutionary algorithms, optimization, smart grid}, month = {15-19 July}, notes = {Also known as \cite{Lezama:2017:DES:3067695.3082478} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Thomson:2017:GECCO, author = {Sarah L. Thomson and Gabriela Ochoa and Fabio Daolio and Nadarajen Veerapen}, title = {The Effect of Landscape Funnels in QAPLIB Instances}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1495--1500}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082512}, doi = {10.1145/3067695.3082512}, acmid = {3082512}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimisation, fitness landscapes, funnel landscapes, local optima networks, quadratic assignment problem}, month = {15-19 July}, notes = {Also known as \cite{Thomson:2017:ELF:3067695.3082512} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tsuboi:2017:GECCO, author = {Kazuaki Tsuboi and Satoshi Suga and Satoshi Kurihara}, title = {Hierarchical Pattern Mining Based on Swarm Intelligence}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {47--48}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082038}, doi = {10.1145/3067695.3082038}, acmid = {3082038}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ant colony optimization, hierarchical structure, sequential pattern mining}, month = {15-19 July}, notes = {Also known as \cite{Tsuboi:2017:HPM:3067695.3082038} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Qi:2017:GECCO, author = {Qi Qi and Thomas Weise and Bin Li}, title = {Modeling Optimization Algorithm Runtime Behavior and Its Applications}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {115--116}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076042}, doi = {10.1145/3067695.3076042}, acmid = {3076042}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Qi:2017:MOA:3067695.3076042} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chen:2017:GECCOa, author = {Qi Chen and Mengjie Zhang and Bing Xue}, title = {New Geometric Semantic Operators in Genetic Programming: Perpendicular Crossover and Random Segment Mutation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {223--224}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076008}, doi = {10.1145/3067695.3076008}, acmid = {3076008}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, geometric semantic operators, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Chen:2017:NGS:3067695.3076008} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rezgui:2017:GECCO, author = {Dhekra Rezgui and Jouhaina Chaouachi-Siala and Wassila Aggoune-Mtalaa and Hend Bouziri}, title = {Application of a Memetic Algorithm to the Fleet Size and Mix Vehicle Routing Problem with Electric Modular Vehicles}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {301--302}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075608}, doi = {10.1145/3067695.3075608}, acmid = {3075608}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {electric modular vehicles, evolutionary computation, genetic algorithm, urban logistics, vehicle routing problem}, month = {15-19 July}, notes = {Also known as \cite{Rezgui:2017:AMA:3067695.3075608} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bouter:2017:GECCO, author = {Anton Bouter and Kleopatra Pirpinia and Tanja Alderliesten and Peter A. N. Bosman}, title = {Spatial Redistribution of Irregularly-spaced Pareto Fronts for More Intuitive Navigation and Solution Selection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1697--1704}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082555}, doi = {10.1145/3067695.3082555}, acmid = {3082555}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {GOMEA, multi-objective optimization, pareto front visualization, real-valued optimization}, month = {15-19 July}, notes = {Also known as \cite{Bouter:2017:SRI:3067695.3082555} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nguyen:2017:GECCO, author = {Hoai Bach Nguyen and Bing Xue and Hisao Ishibuchi and Peter Andreae and Mengjie Zhang}, title = {Multiple Reference Points MOEA/D for Feature Selection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {157--158}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075985}, doi = {10.1145/3067695.3075985}, acmid = {3075985}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MOEA/D, feature selection, multi-objective}, month = {15-19 July}, notes = {Also known as \cite{Nguyen:2017:MRP:3067695.3075985} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lorenzo:2017:GECCO, author = {Pablo Ribalta Lorenzo and Jakub Nalepa and Michal Kawulok and Luciano Sanchez Ramos and Jos{\'e} Ranilla Pastor}, title = {Particle Swarm Optimization for Hyper-parameter Selection in Deep Neural Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {481--488}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071208}, doi = {10.1145/3071178.3071208}, acmid = {3071208}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {deep neural networks, hyper-parameter selection, particle swarm optimization}, month = {15-19 July}, notes = {Also known as \cite{Lorenzo:2017:PSO:3071178.3071208} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chicano:2017:GECCO, author = {Francisco Chicano and Darrell Whitley and Gabriela Ochoa and Renato Tin\'{o}s}, title = {Optimizing One Million Variable NK Landscapes by Hybridizing Deterministic Recombination and Local Search}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {753--760}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071285}, doi = {10.1145/3071178.3071285}, acmid = {3071285}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {gray-box optimization, hamming ball hill climber, partition crossover, pseudo-boolean optimization}, month = {15-19 July}, notes = {Also known as \cite{Chicano:2017:OOM:3071178.3071285} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mueller-Bady:2017:GECCO, author = {Robin Mueller-Bady and Martin Kappes and Inmaculada Medina-Bulo and Francisco Palomo-Lozano}, title = {Optimization of Monitoring in Dynamic Communication Networks Using a Hybrid Evolutionary Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1200--1207}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071255}, doi = {10.1145/3071178.3071255}, acmid = {3071255}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic network optimization, evolutionary computation, local search}, month = {15-19 July}, notes = {Also known as \cite{Mueller-Bady:2017:OMD:3071178.3071255} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liu:2017:GECCOb, author = {Yuxin Liu and Yi Mei and Mengjie Zhang and Zili Zhang}, title = {Automated Heuristic Design Using Genetic Programming Hyper-heuristic for Uncertain Capacitated Arc Routing Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {290--297}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071185}, doi = {10.1145/3071178.3071185}, acmid = {3071185}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, hyper-heuristic, uncertain capacitated arc routing problem}, month = {15-19 July}, notes = {Also known as \cite{Liu:2017:AHD:3071178.3071185} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bouter:2017:GECCOa, author = {Anton Bouter and Tanja Alderliesten and Cees Witteveen and Peter A. N. Bosman}, title = {Exploiting Linkage Information in Real-valued Optimization with the Real-valued Gene-pool Optimal Mixing Evolutionary Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {705--712}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071272}, doi = {10.1145/3071178.3071272}, acmid = {3071272}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {GOMEA, black-box optimization, gray-box optimization, linkage learning, real-valued optimization, scalability}, month = {15-19 July}, notes = {Also known as \cite{Bouter:2017:ELI:3071178.3071272} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Galvan-Lopez:2017:GECCO, author = {Edgar Galv\'{a}n-L\'{o}pez and Lucia V\'{a}zquez-Mendoza and Marc Schoenauer and Leonardo Trujillo}, title = {Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {227--228}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076055}, doi = {10.1145/3067695.3076055}, acmid = {3076055}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Galvan-Lopez:2017:DGF:3067695.3076055} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mokhtar:2017:GECCOa, author = {Maizura Mokhtar}, title = {Identifying a Robust Waste Heat Recovery System for Varying Hot Water Temperature Demand}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1327--1334}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082484}, doi = {10.1145/3067695.3082484}, acmid = {3082484}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {multi-objective optimisation, parallel coordinates, robustness, visualisation, waste heat recovery}, month = {15-19 July}, notes = {Also known as \cite{Mokhtar:2017:IRW:3067695.3082484} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mironovich:2017:GECCO, author = {Vladimir Mironovich and Maxim Buzdalov}, title = {Evaluation of Heavy-tailed Mutation Operator on Maximum Flow Test Generation Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1423--1426}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082507}, doi = {10.1145/3067695.3082507}, acmid = {3082507}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, maximum flow, mutation operators}, month = {15-19 July}, notes = {Also known as \cite{Mironovich:2017:EHM:3067695.3082507} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Langdon:2017:GECCOb, author = {William B. Langdon and Ronny Lorenz}, title = {Improving SSE Parallel Code with Grow and Graft Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1537--1538}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082524}, doi = {10.1145/3067695.3082524}, acmid = {3082524}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, keywords = {genetic algorithms, genetic programming}, notes = {Also known as \cite{Langdon:2017:ISP:3067695.3082524} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Medvet:2017:GECCOc, author = {Eric Medvet and Tea Tu\v{s}ar}, title = {The DU Map: A Visualization to Gain Insights into Genotype-phenotype Mapping and Diversity}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1705--1712}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082554}, doi = {10.1145/3067695.3082554}, acmid = {3082554}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity, genotype-phenotype mapping, grammatical evolution, heat maps, redundancy, visualization}, month = {15-19 July}, notes = {Also known as \cite{Medvet:2017:DMV:3067695.3082554} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nam:2017:GECCO, author = {Yong-Wook Nam and Yong-Hyuk Kim}, title = {Melody Composition Using Geometric Crossover for Variable-length Encoding}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {37--38}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082041}, doi = {10.1145/3067695.3082041}, acmid = {3082041}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automatic composing, genetic algorithm, geometric crossover}, month = {15-19 July}, notes = {Also known as \cite{Nam:2017:MCU:3067695.3082041} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dick:2017:GECCOa, author = {Grant Dick}, title = {Revisiting Interval Arithmetic for Regression Problems in Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {129--130}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076107}, doi = {10.1145/3067695.3076107}, acmid = {3076107}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, interval arithmetic, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Dick:2017:RIA:3067695.3076107} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{McDermott:2017:GECCO, author = {James McDermott and Miguel Nicolau}, title = {Late-acceptance Hill-climbing with a Grammatical Program Representation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {241--242}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075984}, doi = {10.1145/3067695.3075984}, acmid = {3075984}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, grammar, hill-climbing}, month = {15-19 July}, notes = {Also known as \cite{McDermott:2017:LHG:3067695.3075984} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Malhotra:2017:GECCO, author = {Ruchika Malhotra and Megha Khanna}, title = {Software Change Prediction Using Voting Particle Swarm Optimization Based Ensemble Classifier}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {311--312}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076007}, doi = {10.1145/3067695.3076007}, acmid = {3076007}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {change proneness, empirical validation, fitness functions, software quality, voting ensemble}, month = {15-19 July}, notes = {Also known as \cite{Malhotra:2017:SCP:3067695.3076007} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Friedrich:2017:GECCO, author = {Tobias Friedrich and Timo K\"{o}tzing and Anna Melnichenko}, title = {Analyzing Search Heuristics with Differential Equations}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {313--314}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075607}, doi = {10.1145/3067695.3075607}, acmid = {3075607}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Friedrich:2017:ASH:3067695.3075607} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{McPhee:2017:GECCOa, author = {Nicholas Freitag McPhee and Thomas Helmuth and Lee Spector}, title = {Using Algorithm Configuration Tools to Optimize Genetic Programming Parameters: A Case Study}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {243--244}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076097}, doi = {10.1145/3067695.3076097}, acmid = {3076097}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, SMAC, parameter optimization, pushGP, software synthesis}, month = {15-19 July}, notes = {Also known as \cite{McPhee:2017:UAC:3067695.3076097} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Munoz:2017:GECCO, author = {Mario A. Mu\~{n}oz and Kate Smith-Miles}, title = {Non-parametric Model of the Space of Continuous Black-box Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {175--176}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075971}, doi = {10.1145/3067695.3075971}, acmid = {3075971}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {black-box optimization, continuous optimization, exploratory landscape analysis}, month = {15-19 July}, notes = {Also known as \cite{Munoz:2017:NMS:3067695.3075971} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Xue:2017:GECCO, author = {Fan Xue and Geoffrey Q Shen}, title = {Design of an Efficient Hyper-heuristic Algorithm CMA-VNS for Combinatorial Black-box Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1157--1162}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082054}, doi = {10.1145/3067695.3082054}, acmid = {3082054}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NK-model, CMA-VNS, combinatorial black-box optimization, hyper-heuristics}, month = {15-19 July}, notes = {Also known as \cite{Xue:2017:DEH:3067695.3082054} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hansen:2017:GECCO, author = {Nikolaus Hansen}, title = {A Practical Guide to Benchmarking and Experimentation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {413--413}, size = {1 pages}, url = {http://doi.acm.org/10.1145/3067695.3067711}, doi = {10.1145/3067695.3067711}, acmid = {3067711}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Hansen:2017:PGB:3067695.3067711} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Deb:2017:GECCO, author = {Kalyanmoy Deb}, title = {Recent Advances in Evolutionary Multi-criterion Optimization (EMO)}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {702--735}, size = {34 pages}, url = {http://doi.acm.org/10.1145/3067695.3067697}, doi = {10.1145/3067695.3067697}, acmid = {3067697}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Deb:2017:RAE:3067695.3067697} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOb, author = {Carola Doerr}, title = {Non-static Parameter Choices in Evolutionary Computation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {736--761}, size = {26 pages}, url = {http://doi.acm.org/10.1145/3067695.3067707}, doi = {10.1145/3067695.3067707}, acmid = {3067707}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:NPC:3067695.3067707} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Luke:2017:GECCO, author = {Sean Luke}, title = {ECJ then and Now}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1223--1230}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082467}, doi = {10.1145/3067695.3082467}, acmid = {3082467}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, implementation, libraries, metaheuristics}, month = {15-19 July}, notes = {Also known as \cite{Luke:2017:ECJ:3067695.3082467} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Drugan:2017:GECCO, author = {Madalina M. Drugan}, title = {PAC Models in Stochastic Multi-objective Multi-armed Bandits}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {409--416}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071337}, doi = {10.1145/3071178.3071337}, acmid = {3071337}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive sampling, multi-armed bandits, multi-objective optimisation, stochastic environments}, month = {15-19 July}, notes = {Also known as \cite{Drugan:2017:PMS:3071178.3071337} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Otero:2017:GECCO, author = {Fernando E. B. Otero}, title = {MYRA: A Java Ant Colony Optimization Framework for Classification Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1247--1254}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082471}, doi = {10.1145/3067695.3082471}, acmid = {3082471}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ant colony optimization, classification, data mining}, month = {15-19 July}, notes = {Also known as \cite{Otero:2017:MJA:3067695.3082471} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bredeche:2017:GECCOa, author = {N. Bredeche and S. Doncieux and J. -B. Mouret}, title = {Evolutionary Robotics Tutorial}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1005--1037}, size = {33 pages}, url = {http://doi.acm.org/10.1145/3067695.3067724}, doi = {10.1145/3067695.3067724}, acmid = {3067724}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Bredeche:2017:ERT:3067695.3067724} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kieffer:2017:GECCO, author = {Emmanuel Kieffer and Gr{\'e}goire Danoy and Pascal Bouvry and Anass Nagih}, title = {Bayesian Optimization Approach of General Bi-level Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1614--1621}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082537}, doi = {10.1145/3067695.3082537}, acmid = {3082537}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bayesian optimization, bi-level programming}, month = {15-19 July}, notes = {Also known as \cite{Kieffer:2017:BOA:3067695.3082537} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Morosan:2017:GECCO, author = {Mihail Morosan and Riccardo Poli}, title = {Speeding Up Genetic Algorithm-based Game Balancing Using Fitness Predictors}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {91--92}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076011}, doi = {10.1145/3067695.3076011}, acmid = {3076011}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {PacMan, balancing, genetic algorithm, neural network, prediction}, month = {15-19 July}, notes = {Also known as \cite{Morosan:2017:SUG:3067695.3076011} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nguyen:2017:GECCOa, author = {Duc Manh Nguyen and Nikolaus Hansen}, title = {Benchmarking CMAES-APOP on the BBOB Noiseless Testbed}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1756--1763}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084207}, doi = {10.1145/3067695.3084207}, acmid = {3084207}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CMA-ES, benchmarking, black-box optimization, evolutionary computation, popsize adaptation}, month = {15-19 July}, notes = {Also known as \cite{Nguyen:2017:BCB:3067695.3084207} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Drew:2017:GECCO, author = {Keith J. Drew and Robert B. Heckendorn and Ahmed Abdel-Rahim and Homaja Pydi Kumar Marisetty and Anton Stalick}, title = {Evolving a Real-time Evacuation for Urban Disaster Management}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1089--1096}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071254}, doi = {10.1145/3071178.3071254}, acmid = {3071254}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evacuation planning, evolution strategies, safety optimization, traffic assignment, traffic congestion}, month = {15-19 July}, notes = {Also known as \cite{Drew:2017:ERE:3071178.3071254} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Galinier:2017:GECCO, author = {Philippe Galinier and Segla Kpodjedo and Giulio Antoniol}, title = {A Penalty-based Tabu Search for Constrained Covering Arrays}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1288--1294}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3071178.3071324}, doi = {10.1145/3071178.3071324}, acmid = {3071324}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Tabu search, combinatorial interaction testing, constrained covering array, software testing}, month = {15-19 July}, notes = {Also known as \cite{Galinier:2017:PTS:3071178.3071324} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Buzdalov:2017:GECCO, author = {Maxim Buzdalov and Benjamin Doerr}, title = {Runtime Analysis of the (1 + ({\$\Lambda\$}, {\$\Lambda\$})) Genetic Algorithm on Random Satisfiable 3-CNF Formulas}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1343--1350}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071297}, doi = {10.1145/3071178.3071297}, acmid = {3071297}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {azuma inequality, fitness-distance correlation, genetic algorithm, random instances, runtime analysis, satisfiability, theory}, month = {15-19 July}, notes = {Also known as \cite{Buzdalov:2017:RAG:3071178.3071297} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Thomson:2017:GECCOa, author = {Sarah L. Thomson and Fabio Daolio and Gabriela Ochoa}, title = {Comparing Communities of Optima with Funnels in Combinatorial Fitness Landscapes}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {377--384}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071211}, doi = {10.1145/3071178.3071211}, acmid = {3071211}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial fitness landscapes, local optima networks}, month = {15-19 July}, notes = {Also known as \cite{Thomson:2017:CCO:3071178.3071211} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yakupov:2017:GECCO, author = {Ilya Yakupov and Maxim Buzdalov}, title = {Improved Incremental Non-dominated Sorting for Steady-state Evolutionary Multiobjective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {649--656}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071307}, doi = {10.1145/3071178.3071307}, acmid = {3071307}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {divide-and-conquer, non-dominated sorting, steady-state algorithms}, month = {15-19 July}, notes = {Also known as \cite{Yakupov:2017:IIN:3071178.3071307} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kenny:2017:GECCO, author = {Angus Kenny and Xiaodong Li and Andreas T. Ernst and Dhananjay Thiruvady}, title = {Towards Solving Large-scale Precedence Constrained Production Scheduling Problems in Mining}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1137--1144}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071241}, doi = {10.1145/3071178.3071241}, acmid = {3071241}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {applied computing, hybrid algorithms, mine planning, mixed integer programming}, month = {15-19 July}, notes = {Also known as \cite{Kenny:2017:TSL:3071178.3071241} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lipinski:2017:GECCO, author = {Piotr Lipinski}, title = {Evolutionary Approach to Optimization of Data Representation for Classification of Patterns in Financial Ultra-high Frequency Time Series}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1177--1184}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071341}, doi = {10.1145/3071178.3071341}, acmid = {3071341}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Lipinski:2017:EAO:3071178.3071341} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Urquhart:2017:GECCOa, author = {Neil Urquhart and Achille Fonzone}, title = {Evolving Solution Choice and Decision Support for a Real-world Optimisation Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1264--1271}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071207}, doi = {10.1145/3071178.3071207}, acmid = {3071207}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {decision support, evolutionary algorithms, multi-objective optimisation, real-world problems, transportation}, month = {15-19 July}, notes = {Also known as \cite{Urquhart:2017:ESC:3071178.3071207} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Finocchiaro:2017:GECCO, author = {Jessica Finocchiaro and H. David Mathias}, title = {Social Trends in the Iterated Prisoner's Dilemma}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {23--24}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082037}, doi = {10.1145/3067695.3082037}, acmid = {3082037}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {multi-objective genetic algorithms, prisoner's dilemma}, month = {15-19 July}, notes = {Also known as \cite{Finocchiaro:2017:STI:3067695.3082037} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOc, author = {Benjamin Doerr and Timo K\"{o}tzing and J. A. Gregor Lagodzinski and Johannes Lengler}, title = {Bounding Bloat in Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {921--928}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071271}, doi = {10.1145/3071178.3071271}, acmid = {3071271}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, mutation, run time analysis, theory}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:BBG:3071178.3071271} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Palar:2017:GECCO, author = {Pramudita Satria Palar and Koji Shimoyama}, title = {Exploiting Active Subspaces in Global Optimization: How Complex is Your Problem?}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1487--1494}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082511}, doi = {10.1145/3067695.3082511}, acmid = {3082511}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {active subspace method, complexity analysis, global optimization, low-dimensional representation, surrogate model}, month = {15-19 July}, notes = {Also known as \cite{Palar:2017:EAS:3067695.3082511} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Krawiec:2017:GECCOa, author = {Krzysztof Krawiec and Iwo B\l\k{a}dek and Jerry Swan}, title = {Counterexample-driven Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {953--960}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071224}, doi = {10.1145/3071178.3071224}, acmid = {3071224}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, SAT, SMT, counterexample, formal verification, program synthesis}, month = {15-19 July}, notes = {Also known as \cite{Krawiec:2017:CGP:3071178.3071224} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Krari:2017:GECCO, author = {Mehdi El Krari and Bela\"{\i}d Ahiod and Bouazza El Benani}, title = {A Novel Reduction Algorithm for the Generalized Traveling Salesman Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {105--106}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076028}, doi = {10.1145/3067695.3076028}, acmid = {3076028}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {generalized traveling salesman problem, nearest nodes, reduction algorithm}, month = {15-19 July}, notes = {Also known as \cite{Krari:2017:NRA:3067695.3076028} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chen:2017:GECCOb, author = {L.-Y. Chen and Y.-L. Yang and T.-C. Hsiao}, title = {ZCSR for Targeting the Optimal Impedance in Digital Radio Frequency Matching Box}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {269--270}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075975}, doi = {10.1145/3067695.3075975}, acmid = {3075975}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {digital radio frequency matching box, pattern recognition, plasma chamber, zeroth-level classifier system (ZCS)}, month = {15-19 July}, notes = {Also known as \cite{Chen:2017:ZTO:3067695.3075975} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Stein:2017:GECCO, author = {Anthony Stein and Roland Maier and J\"{o}rg H\"{a}hner}, title = {Toward Curious Learning Classifier Systems: Combining XCS with Active Learning Concepts}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1349--1356}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082488}, doi = {10.1145/3067695.3082488}, acmid = {3082488}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Oracle, active learning, knowledge gaps, learning classifier system, query synthesis, uncertainty sampling}, month = {15-19 July}, notes = {Also known as \cite{Stein:2017:TCL:3067695.3082488} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lacroix:2017:GECCO, author = {Benjamin Lacroix and Lee A. Christie and John A. W. McCall}, title = {Interpolated Continuous Optimisation Problems with Tunable Landscape Features}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {169--170}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076045}, doi = {10.1145/3067695.3076045}, acmid = {3076045}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {benchmark functions, continuous optimisation, differential evolution, dispersion metric, fitness distance correlation, information landscape, metrics, numerical optimisation}, month = {15-19 July}, notes = {Also known as \cite{Lacroix:2017:ICO:3067695.3076045} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Steyven:2017:GECCO, author = {Andreas Steyven and Emma Hart and Ben Paechter}, title = {An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {155--162}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071232}, doi = {10.1145/3071178.3071232}, acmid = {3071232}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {environment, evolutionary swarm robotics, learning}, month = {15-19 July}, notes = {Also known as \cite{Steyven:2017:IEI:3071178.3071232} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Li:2017:GECCO, author = {Sung-Chi Li and Tian-Li Yu}, title = {Speeding Up DSMGA-II on CUDA Platform}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {809--816}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071228}, doi = {10.1145/3071178.3071228}, acmid = {3071228}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolution strategies, genetic algorithms, parallelization}, month = {15-19 July}, notes = {Also known as \cite{Li:2017:SUD:3071178.3071228} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Armas:2017:GECCO, author = {Rolando Armas and Hernan Aguirre and Kiyoshi Tanaka}, title = {Multi-objective Optimization of Level of Service in Urban Transportation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1057--1064}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071262}, doi = {10.1145/3071178.3071262}, acmid = {3071262}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, level of service, multi-objective optimization, urban transportation}, month = {15-19 July}, notes = {Also known as \cite{Armas:2017:MOL:3071178.3071262} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ha:2017:GECCO, author = {Myoung Hoon Ha and Byung-Ro Moon}, title = {The Evolution of Neural Network-based Chart Patterns: A Preliminary Study}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1113--1120}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071192}, doi = {10.1145/3071178.3071192}, acmid = {3071192}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {HyperNEAT, chart pattern, neural network}, month = {15-19 July}, notes = {Also known as \cite{Ha:2017:ENN:3071178.3071192} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tofan:2017:GECCO, author = {Silviu Tofan and Richard Allmendinger and Manuela Zanda and Olly Stephens}, title = {Heuristic Allocation of Computational Resources}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1256--1263}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071188}, doi = {10.1145/3071178.3071188}, acmid = {3071188}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, evolutionary computation, greedy search, knap-sack problem, multiobjective optimization, resource allocation}, month = {15-19 July}, notes = {Also known as \cite{Tofan:2017:HAC:3071178.3071188} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wever:2017:GECCO, author = {Marcel Wever and Lorijn {van Rooijen} and Heiko Hamann}, title = {Active Coevolutionary Learning of Requirements Specifications from Examples}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1327--1334}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071258}, doi = {10.1145/3071178.3071258}, acmid = {3071258}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {co-evolution, interactive evolution, multi-objective optimization, software engineering}, month = {15-19 July}, notes = {Also known as \cite{Wever:2017:ACL:3071178.3071258} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gunaratne:2017:GECCO, author = {Chathika Gunaratne and Ivan Garibay}, title = {Alternate Social Theory Discovery Using Genetic Programming: Towards Better Understanding the Artificial Anasazi}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {115--122}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071332}, doi = {10.1145/3071178.3071332}, acmid = {3071332}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, agent-based modeling, artificial anasazi, calibration, theory discovery}, month = {15-19 July}, notes = {Also known as \cite{Gunaratne:2017:AST:3071178.3071332} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Meyerson:2017:GECCO, author = {Elliot Meyerson and Risto Miikkulainen}, title = {Discovering Evolutionary Stepping Stones Through Behavior Domination}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {139--146}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071315}, doi = {10.1145/3071178.3071315}, acmid = {3071315}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity, non-dominated sorting, novelty search, selection}, month = {15-19 July}, notes = {Also known as \cite{Meyerson:2017:DES:3071178.3071315} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Matzner:2017:GECCO, author = {Filip Matzner}, title = {Neuroevolution on the Edge of Chaos}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {465--472}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071292}, doi = {10.1145/3071178.3071292}, acmid = {3071292}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {echo state networks, edge of chaos, neuroevolution, phase transition, recurrent neural networks}, month = {15-19 July}, notes = {Also known as \cite{Matzner:2017:NEC:3071178.3071292} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tanabe:2017:GECCOa, author = {Ryoji Tanabe and Akira Oyama}, title = {Benchmarking MOEAs for Multi- and Many-objective Optimization Using an Unbounded External Archive}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {633--640}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079192}, doi = {10.1145/3071178.3079192}, acmid = {3079192}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {benchmarking, evolutionary multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Tanabe:2017:BMM:3071178.3079192} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lissovoi:2017:GECCO, author = {Andrei Lissovoi and Pietro S. Oliveto and John Alasdair Warwicker}, title = {On the Runtime Analysis of Generalised Selection Hyper-heuristics for Pseudo-boolean Optimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {849--856}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071288}, doi = {10.1145/3071178.3071288}, acmid = {3071288}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {hyper-heuristics, running time analysis, selection heuristics, theory}, month = {15-19 July}, notes = {Also known as \cite{Lissovoi:2017:RAG:3071178.3071288} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lu:2017:GECCO, author = {Zhichao Lu and Kalyanmoy Deb and Erik Goodman and John Wassick}, title = {Solving a Supply-chain Management Problem Using a Bilevel Approach}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1185--1192}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071245}, doi = {10.1145/3071178.3071245}, acmid = {3071245}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bi-level optimization, large-scale optimization, supply-chain management, uncertainty handling}, month = {15-19 July}, notes = {Also known as \cite{Lu:2017:SSM:3071178.3071245} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{LaCava:2017:GECCO, author = {William {La Cava} and Jason H. Moore}, title = {Ensemble Representation Learning: An Analysis of Fitness and Survival for Wrapper-based Genetic Programming Methods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {961--968}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071215}, doi = {10.1145/3071178.3071215}, acmid = {3071215}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, classification, feature engineering, representation learning}, month = {15-19 July}, notes = {Also known as \cite{LaCava:2017:ERL:3071178.3071215} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mahmoodabadi:2017:GECCO, author = {Reza Gholami Mahmoodabadi and Harald K\"{o}stler}, title = {Genetic Programming Meets Linear Algebra: How Genetic Programming Can Be Used to Find Improved Iterative Numerical Methods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1403--1406}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082502}, doi = {10.1145/3067695.3082502}, acmid = {3082502}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, iterative solvers, sparse linear algebra}, month = {15-19 July}, notes = {Also known as \cite{Mahmoodabadi:2017:GPM:3067695.3082502} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Spector:2017:GECCOa, author = {Lee Spector and Eva Moscovici}, title = {Recent Developments in Autoconstructive Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1154--1156}, size = {3 pages}, url = {http://doi.acm.org/10.1145/3067695.3082058}, doi = {10.1145/3067695.3082058}, acmid = {3082058}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, autoconstructive evolution, software synthesis}, month = {15-19 July}, notes = {Also known as \cite{Spector:2017:RDA:3067695.3082058} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{White:2017:GECCO, author = {David R. White}, title = {GI in No Time}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1549--1550}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082515}, doi = {10.1145/3067695.3082515}, acmid = {3082515}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automated programming, genetic improvement, optimisation}, month = {15-19 July}, notes = {Also known as \cite{White:2017:GNT:3067695.3082515} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hajjem:2017:GECCO, author = {Manel Hajjem and Hend Bouziri and El-Ghazali Talbi and Khaled Mellouli}, title = {Parallel Ant Colony Optimization for Evacuation Planning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {51--52}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076058}, doi = {10.1145/3067695.3076058}, acmid = {3076058}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {crowd modeling, earliest arrival flow, emergency evacuation, parallel ant colony}, month = {15-19 July}, notes = {Also known as \cite{Hajjem:2017:PAC:3067695.3076058} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alihodzic:2017:GECCO, author = {Adis Alihodzic and Eva Tuba and Milan Tuba}, title = {An Upgraded Bat Algorithm for Tuning Extreme Learning Machines for Data Classification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {125--126}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076088}, doi = {10.1145/3067695.3076088}, acmid = {3076088}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bat algorithm, extreme learning machine, swarm intelligence}, month = {15-19 July}, notes = {Also known as \cite{Alihodzic:2017:UBA:3067695.3076088} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Fatnassi:2017:GECCO, author = {Ezzeddine Fatnassi and Olfa Harrabi and Jouhaina Chaouachi}, title = {Toward a Smart Mobility System: Integrating Electric Vehicles Within Smart Cities}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {275--276}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076075}, doi = {10.1145/3067695.3076075}, acmid = {3076075}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {car-sharing, electric car, iterated local search, smart city, smart mobility}, month = {15-19 July}, notes = {Also known as \cite{Fatnassi:2017:TSM:3067695.3076075} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{DeJong:2017:GECCO, author = {Kenneth {De Jong}}, title = {Evolutionary Computation: A Unified Approach}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {373--388}, size = {16 pages}, url = {http://doi.acm.org/10.1145/3067695.3067715}, doi = {10.1145/3067695.3067715}, acmid = {3067715}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{DeJong:2017:ECU:3067695.3067715} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Scott:2017:GECCO, author = {Eric O. Scott and Kenneth A. {De Jong}}, title = {Multitask Evolution with Cartesian Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {255--256}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075615}, doi = {10.1145/3067695.3075615}, acmid = {3075615}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, multitask learning}, month = {15-19 July}, notes = {Also known as \cite{Scott:2017:MEC:3067695.3075615} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Benbassat:2017:GECCO, author = {Amit Benbassat and Yuri Shafet}, title = {A Simple Bucketing Based Approach to Diversity Maintenance}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1559--1564}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082528}, doi = {10.1145/3067695.3082528}, acmid = {3082528}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {diversity, evolutionary algorithms}, month = {15-19 July}, notes = {Also known as \cite{Benbassat:2017:SBB:3067695.3082528} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Borlikova:2017:GECCO, author = {Gilyana Borlikova and Michael O'Neill and Louis Smith and Michael Phillips}, title = {Development of a Multi-model System to Accommodate Unknown Misclassification Costs in Prediction of Patient Recruitment in Multicentre Clinical Trials}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {263--264}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076062}, doi = {10.1145/3067695.3076062}, acmid = {3076062}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Borlikova:2017:DMS:3067695.3076062} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kaidan:2017:GECCO, author = {Misaki Kaidan and Tomohiro Harada and Ruck Thawonmas}, title = {Integrating Surrogate Evaluation Model and Asynchronous Evolution in Multi-objective Evolutionary Algorithm for Expensive and Different Evaluation Time}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1833--1840}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084215}, doi = {10.1145/3067695.3084215}, acmid = {3084215}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MOEA/D, asynchronous evolution method, extreme learning machine, multi-objective optimization, parallel evaluation, surrogate evaluation model}, month = {15-19 July}, notes = {Also known as \cite{Kaidan:2017:ISE:3067695.3084215} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Desell:2017:GECCO, author = {Travis Desell}, title = {Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {127--128}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076002}, doi = {10.1145/3067695.3076002}, acmid = {3076002}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {convolutional neural networks, distributed evolutionary algorithms, image classification, neuroevolution}, month = {15-19 July}, notes = {Also known as \cite{Desell:2017:LSE:3067695.3076002} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tao:2017:GECCO, author = {Yanyun Tao and Yuzhen Zhang and Qinyu Wang}, title = {Low-power FSM Synthesis Using a Fuzzy C-mean Clustering-based Decomposition}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {141--142}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075988}, doi = {10.1145/3067695.3075988}, acmid = {3075988}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {decomposition, dynamic power, finite state machine, fuzzy c-mean clustering, leakage power, power consumptions reduction}, month = {15-19 July}, notes = {Also known as \cite{Tao:2017:LFS:3067695.3075988} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Michalak:2017:GECCOb, author = {Krzysztof Michalak}, title = {The MOEA/D Algorithm with Gaussian Neighbourhoods for the Multiobjective Travelling Salesman Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {155--156}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076102}, doi = {10.1145/3067695.3076102}, acmid = {3076102}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Michalak:2017:MAG:3067695.3076102} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dou:2017:GECCO, author = {Tiantian Dou and Peter Rockett}, title = {Semantic-based Local Search in Multiobjective Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {225--226}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076015}, doi = {10.1145/3067695.3076015}, acmid = {3076015}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, local search, model selection, multiobjective optimization, semantic-based genetic programming}, month = {15-19 July}, notes = {Also known as \cite{Dou:2017:SLS:3067695.3076015} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Munoz:2017:GECCOa, author = {Mario A. Mu\~{n}oz and Kate Smith-Miles}, title = {Generating Custom Classification Datasets by Targeting the Instance Space}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1582--1588}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082532}, doi = {10.1145/3067695.3082532}, acmid = {3082532}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Munoz:2017:GCC:3067695.3082532} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Handl:2017:GECCO, author = {Julia Handl and Mario Garza-Fabre and Shaun Kandathil and Simon C. Lovell}, title = {On Heuristic Bias in Fragment-assembly Methods for Protein Structure Prediction}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1652--1656}, size = {5 pages}, url = {http://doi.acm.org/10.1145/3067695.3082545}, doi = {10.1145/3067695.3082545}, acmid = {3082545}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {fragment-assembly, heuristic bias, protein structure prediction}, month = {15-19 July}, notes = {Also known as \cite{Handl:2017:HBF:3067695.3082545} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Petke:2017:GECCO, author = {Justyna Petke}, title = {New Operators for Non-functional Genetic Improvement}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1541--1542}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082520}, doi = {10.1145/3067695.3082520}, acmid = {3082520}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {GI, genetic improvement, mutation operators, search operators, software mutational robustness}, month = {15-19 July}, notes = {Also known as \cite{Petke:2017:NON:3067695.3082520} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yoo:2017:GECCO, author = {Shin Yoo}, title = {Embedding Genetic Improvement into Programming Languages}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1551--1552}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082516}, doi = {10.1145/3067695.3082516}, acmid = {3082516}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic improvement, programming language, self adaptation}, month = {15-19 July}, notes = {Also known as \cite{Yoo:2017:EGI:3067695.3082516} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gabor:2017:GECCO, author = {Thomas Gabor and Lenz Belzner}, title = {Genealogical Distance As a Diversity Estimate in Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1572--1577}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082529}, doi = {10.1145/3067695.3082529}, acmid = {3082529}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Gabor:2017:GDD:3067695.3082529} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chiang:2017:GECCO, author = {Katherine H. Chiang}, title = {Toward Self-adapting Computation in Cells: Building Spiking Neural Network with Cell Signaling Pathways}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1638--1643}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082546}, doi = {10.1145/3067695.3082546}, acmid = {3082546}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive system, cell signaling pathway, neuromorphic}, month = {15-19 July}, notes = {Also known as \cite{Chiang:2017:TSC:3067695.3082546} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Husa:2017:GECCO, author = {Jakub Husa and Roland Dobai}, title = {Designing Bent Boolean Functions with Parallelized Linear Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1825--1832}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084220}, doi = {10.1145/3067695.3084220}, acmid = {3084220}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, bent functions, boolean functions, cryptography, island model, linear genetic programming, nonlinearity}, month = {15-19 July}, notes = {Also known as \cite{Husa:2017:DBB:3067695.3084220} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Buzdalov:2017:GECCOa, author = {Maxim Buzdalov and Benjamin Doerr and Mikhail Kever}, title = {The Unrestricted Black-box Complexity of Jump Functions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1--2}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084376}, doi = {10.1145/3067695.3084376}, acmid = {3084376}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Buzdalov:2017:UBC:3067695.3084376} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Michalak:2017:GECCOc, author = {Krzysztof Michalak}, title = {Evolutionary Algorithm with a Directional Local Search for Multiobjective Optimization in Combinatorial Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {7--8}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084380}, doi = {10.1145/3067695.3084380}, acmid = {3084380}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {QAP, TSP, decomposition, evolutionary computing, local search, multiobjective optimization}, month = {15-19 July}, notes = {Also known as \cite{Michalak:2017:EAD:3067695.3084380} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Horn:2017:GECCO, author = {Jeffrey Horn}, title = {Solving a Large Sudoku by Co-evolving Numerals}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {29--30}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082050}, doi = {10.1145/3067695.3082050}, acmid = {3082050}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {coevolution, cooperative coevolution, evolutionary algorithm, evolutionary computation, exact cover, fitness sharing, genetic algorithm, niches, niching, resource-defined fitness sharing, sharing, speciation, species, sudoku}, month = {15-19 July}, notes = {Also known as \cite{Horn:2017:SLS:3067695.3082050} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rosenthal:2017:GECCO, author = {Susanne Rosenthal and Markus Borschbach}, title = {General Aspect-based Selection Concept for Multi- and Many-objective Molecular Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {45--46}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082046}, doi = {10.1145/3067695.3082046}, acmid = {3082046}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {many-objective molecular optimization, selection strategy}, month = {15-19 July}, notes = {Also known as \cite{Rosenthal:2017:GAS:3067695.3082046} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hisatomi:2017:GECCO, author = {Asuka Hisatomi and Hitomi Koba and Makoto Kamizono and Kazunori Mizuno and Satoshi Ono}, title = {Escher-like Tiling Design Using Hierarchical Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {89--90}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076093}, doi = {10.1145/3067695.3076093}, acmid = {3076093}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, hierarchical optimization, tiling}, month = {15-19 July}, notes = {Also known as \cite{Hisatomi:2017:ETD:3067695.3076093} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Schossau:2017:GECCO, author = {Jory Schossau and Larissa Albantakis and Arend Hintze}, title = {The Role of Conditional Independence in the Evolution of Intelligent Systems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {139--140}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076033}, doi = {10.1145/3067695.3076033}, acmid = {3076033}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {causality, information integration, learning, networks, prediction}, month = {15-19 July}, notes = {Also known as \cite{Schossau:2017:RCI:3067695.3076033} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Borck:2017:GECCO, author = {Hayley Borck and Mark Boddy}, title = {Automated Case Generation Using a Genetic Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {187--188}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075603}, doi = {10.1145/3067695.3075603}, acmid = {3075603}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {case-based reasoning, genetic algorithm, hybrid systems}, month = {15-19 July}, notes = {Also known as \cite{Borck:2017:ACG:3067695.3075603} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liang:2017:GECCO, author = {Yuyu Liang and Mengjie Zhang and Will N. Browne}, title = {Learning Figure-ground Image Segmentors by Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {239--240}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075989}, doi = {10.1145/3067695.3075989}, acmid = {3075989}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, figure-ground segmentation, postprocessing, preprocessing}, month = {15-19 July}, notes = {Also known as \cite{Liang:2017:LFI:3067695.3075989} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Salza:2017:GECCOa, author = {Pasquale Salza and Erik Hemberg and Filomena Ferrucci and Una-May O'Reilly}, title = {cCube: A Cloud Microservices Architecture for Evolutionary Machine Learning Classification}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {137--138}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076089}, doi = {10.1145/3067695.3076089}, acmid = {3076089}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {cloud computing, evolutionary machine learning, microservices}, month = {15-19 July}, notes = {Also known as \cite{Salza:2017:CCM:3067695.3076089} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pantridge:2017:GECCOa, author = {Edward Pantridge and Thomas Helmuth and Nicholas Freitag McPhee and Lee Spector}, title = {On the Difficulty of Benchmarking Inductive Program Synthesis Methods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1589--1596}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082533}, doi = {10.1145/3067695.3082533}, acmid = {3082533}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, benchmarking, inductive program synthesis, machine learning}, month = {15-19 July}, notes = {Also known as \cite{Pantridge:2017:DBI:3067695.3082533} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zhou:2017:GECCO, author = {Yangming Zhou and Jin-Kao Hao}, title = {A Fast Heuristic Algorithm for the Critical Node Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {121--122}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075993}, doi = {10.1145/3067695.3075993}, acmid = {3075993}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, critical node problem, heuristics, iterated local search}, month = {15-19 July}, notes = {Also known as \cite{Zhou:2017:FHA:3067695.3075993} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kaufmann:2017:GECCO, author = {Paul Kaufmann and Roman Kalkreuth}, title = {An Empirical Study on the Parametrization of Cartesian Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {231--232}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075980}, doi = {10.1145/3067695.3075980}, acmid = {3075980}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming}, notes = {Also known as \cite{Kaufmann:2017:ESP:3067695.3075980} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rothwell:2017:GECCO, author = {Alex Rothwell and Aldeida Aleti}, title = {A Computationally Efficient Gravitational Search Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {181--182}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075963}, doi = {10.1145/3067695.3075963}, acmid = {3075963}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {barnes-hut algorithm, gravitational search algorithm}, month = {15-19 July}, notes = {Also known as \cite{Rothwell:2017:CEG:3067695.3075963} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Whitley:2017:GECCO, author = {Darrell Whitley}, title = {Next Generation Genetic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {922--941}, size = {20 pages}, url = {http://doi.acm.org/10.1145/3067695.3067703}, doi = {10.1145/3067695.3067703}, acmid = {3067703}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Whitley:2017:NGG:3067695.3067703} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Munk:2017:GECCO, author = {Rasmus Munk and Emma Hart and Ben Paechter}, title = {Validation of a Learning and Evolving Robot Swarm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1687--1688}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082550}, doi = {10.1145/3067695.3082550}, acmid = {3082550}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, simulated robotics, social learning}, month = {15-19 July}, notes = {Also known as \cite{Munk:2017:VLE:3067695.3082550} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Thuong:2017:GECCO, author = {Pham Thi Thuong and Nguyen Xuan Hoai and Xin Yao}, title = {Combining Conformal Prediction and Genetic Programming for Symbolic Interval Regression}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1001--1008}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071280}, doi = {10.1145/3071178.3071280}, acmid = {3071280}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, conformal prediction, interval prediction, linear quantile regression, quantile regression, quantile regression forests, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Thuong:2017:CCP:3071178.3071280} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miller:2017:GECCO, author = {Julian F. Miller and Dennis G. Wilson}, title = {A Developmental Artificial Neural Network Model for Solving Multiple Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {69--70}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075976}, doi = {10.1145/3067695.3075976}, acmid = {3075976}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, artificial neural networks, classification}, month = {15-19 July}, notes = {Also known as \cite{Miller:2017:DAN:3067695.3075976} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ragusa:2017:GECCO, author = {Vincent R. Ragusa and H. David Mathias and Vera A. Kazakova and Annie S. Wu}, title = {Enhanced Genetic Path Planning for Autonomous Flight}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1208--1215}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071293}, doi = {10.1145/3071178.3071293}, acmid = {3071293}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {domain-specific genetic operators, genetic algorithm, multiobjective optimization, speedup technique, transportation}, month = {15-19 July}, notes = {Also known as \cite{Ragusa:2017:EGP:3071178.3071293} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Alhakbani:2017:GECCO, author = {Haya Alhakbani and Mohammad Majid al-Rifaie}, title = {Feature Selection Using Stochastic Diffusion Search}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {385--392}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079193}, doi = {10.1145/3071178.3079193}, acmid = {3079193}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dimensionality reduction, feature selections, swarm intelligence}, month = {15-19 July}, notes = {Also known as \cite{Alhakbani:2017:FSU:3071178.3079193} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miyazawa:2017:GECCO, author = {Hidekazu Miyazawa and Youhei Akimoto}, title = {Effect of the Mean Vector Learning Rate in CMA-ES}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {721--728}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071203}, doi = {10.1145/3071178.3071203}, acmid = {3071203}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CMA-ES, KL-divergence, learning rate, optimal step-size, rugged functions}, month = {15-19 July}, notes = {Also known as \cite{Miyazawa:2017:EMV:3071178.3071203} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kang:2017:GECCO, author = {Dahyun Kang and Jeongju Sohn and Shin Yoo}, title = {Empirical Evaluation of Conditional Operators in GP Based Fault Localization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1295--1302}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071263}, doi = {10.1145/3071178.3071263}, acmid = {3071263}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, fault localization}, month = {15-19 July}, notes = {Also known as \cite{Kang:2017:EEC:3071178.3071263} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOd, author = {Benjamin Doerr and Carola Doerr and Timo K\"{o}tzing}, title = {Unknown Solution Length Problems with No Asymptotically Optimal Run Time}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1367--1374}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071233}, doi = {10.1145/3071178.3071233}, acmid = {3071233}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithm, optimization under uncertainty, run time analysis, theory, unknown solution length}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:USL:3071178.3071233} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moore:2017:GECCO, author = {Jared M. Moore and Anthony J. Clark and Philip K. McKinley}, title = {Effect of Animat Complexity on the Evolution of Hierarchical Control}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {147--154}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071246}, doi = {10.1145/3071178.3071246}, acmid = {3071246}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {animats, artificial neural networks, controller evolution, digital muscle model, evolutionary robotics}, month = {15-19 July}, notes = {Also known as \cite{Moore:2017:EAC:3071178.3071246} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Khadka:2017:GECCO, author = {Shauharda Khadka and Jen Jen Chung and Kagan Tumer}, title = {Evolving Memory-augmented Neural Architecture for Deep Memory Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {441--448}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071346}, doi = {10.1145/3071178.3071346}, acmid = {3071346}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial intelligence, machine learning, memory-augmented neural networks, neural networks, neuroevolution}, month = {15-19 July}, notes = {Also known as \cite{Khadka:2017:EMN:3071178.3071346} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Braun:2017:GECCO, author = {Marlon Braun and Lars Heling and Pradyumn Shukla and Hartmut Schmeck}, title = {Multimodal Scalarized Preferences in Multi-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {545--552}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079189}, doi = {10.1145/3071178.3079189}, acmid = {3079189}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithm, local optimum, multi-objective optimization, multimodal optimization, scalarization}, month = {15-19 July}, notes = {Also known as \cite{Braun:2017:MSP:3071178.3079189} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gomez:2017:GECCOa, author = {Raquel Hern\'{a}ndez G\'{o}mez and Carlos A. Coello Coello}, title = {A Hyper-heuristic of Scalarizing Functions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {577--584}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071220}, doi = {10.1145/3071178.3071220}, acmid = {3071220}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, heuristics, multi-objective optimization, selection}, month = {15-19 July}, notes = {Also known as \cite{Gomez:2017:HSF:3071178.3071220} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Santana:2017:GECCO, author = {Roberto Santana and Jose A. Lozano}, title = {Different Scenarios for Survival Analysis of Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {825--832}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071250}, doi = {10.1145/3071178.3071250}, acmid = {3071250}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, experimental framework, survival analysis}, month = {15-19 July}, notes = {Also known as \cite{Santana:2017:DSS:3071178.3071250} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Smith:2017:GECCO, author = {Robert J. Smith and Malcolm I. Heywood}, title = {Coevolving Deep Hierarchies of Programs to Solve Complex Tasks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1009--1016}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071316}, doi = {10.1145/3071178.3071316}, acmid = {3071316}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, coevolution, games, reinforcement learning}, month = {15-19 July}, notes = {Also known as \cite{Smith:2017:CDH:3071178.3071316} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Stolfi:2017:GECCO, author = {Daniel H. Stolfi and Enrique Alba}, title = {Computing New Optimized Routes for GPS Navigators Using Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1240--1247}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071193}, doi = {10.1145/3071178.3071193}, acmid = {3071193}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {application, evolutionary algorithm, real world, road traffic, smart city, smart mobility}, month = {15-19 July}, notes = {Also known as \cite{Stolfi:2017:CNO:3071178.3071193} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rahat:2017:GECCO, author = {Alma A. M. Rahat and Richard M. Everson and Jonathan E. Fieldsend}, title = {Alternative Infill Strategies for Expensive Multi-objective Optimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {873--880}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071276}, doi = {10.1145/3071178.3071276}, acmid = {3071276}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {computationally expensive optimisation, efficient multi-objective optimisation, infill criteria, scalarisation methods}, month = {15-19 July}, notes = {Also known as \cite{Rahat:2017:AIS:3071178.3071276} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kim:2017:GECCO, author = {Seungsu Kim and St{\'e}phane Doncieux}, title = {Learning Highly Diverse Robot Throwing Movements Through Quality Diversity Search}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1177--1178}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082463}, doi = {10.1145/3067695.3082463}, acmid = {3082463}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Kim:2017:LHD:3067695.3082463} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kelly:2017:GECCO, author = {Stephen Kelly and Malcolm I. Heywood}, title = {Multi-task Learning in Atari Video Games with Emergent Tangled Program Graphs}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {195--202}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071303}, doi = {10.1145/3071178.3071303}, acmid = {3071303}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, emergent modularity, multi-task learning}, month = {15-19 July}, notes = {Also known as \cite{Kelly:2017:MLA:3071178.3071303} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Suganuma:2017:GECCO, author = {Masanori Suganuma and Shinichi Shirakawa and Tomoharu Nagao}, title = {A Genetic Programming Approach to Designing Convolutional Neural Network Architectures}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {497--504}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071229}, doi = {10.1145/3071178.3071229}, acmid = {3071229}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, convolutional neural network, deep learning, designing neural network architectures}, month = {15-19 July}, notes = {Also known as \cite{Suganuma:2017:GPA:3071178.3071229} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liskowski:2017:GECCOa, author = {Pawe\l Liskowski and Wojciech Ja\'{s}kowski}, title = {Accelerating Coevolution with Adaptive Matrix Factorization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {457--464}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071320}, doi = {10.1145/3071178.3071320}, acmid = {3071320}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CMA-ES, machine learning, nonnegative matrix factorization}, month = {15-19 July}, notes = {Also known as \cite{Liskowski:2017:ACA:3071178.3071320} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yamaguchi:2017:GECCO, author = {Takahiro Yamaguchi and Youhei Akimoto}, title = {Benchmarking the Novel CMA-ES Restart Strategy Using the Search History on the BBOB Noiseless Testbed}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1780--1787}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084203}, doi = {10.1145/3067695.3084203}, acmid = {3084203}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {CMA-ES, benchmarking, black-box optimization, restart strategy, termination criterion}, month = {15-19 July}, notes = {Also known as \cite{Yamaguchi:2017:BNC:3067695.3084203} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liapis:2017:GECCO, author = {Antonios Liapis}, title = {Multi-segment Evolution of Dungeon Game Levels}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {203--210}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071180}, doi = {10.1145/3071178.3071180}, acmid = {3071180}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {constrained optimization, iterative refining, level generation, rogue-like games}, month = {15-19 July}, notes = {Also known as \cite{Liapis:2017:MED:3071178.3071180} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miikkulainen:2017:GECCO, author = {Risto Miikkulainen}, title = {Evolution of Neural Networks}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {450--470}, size = {21 pages}, url = {http://doi.acm.org/10.1145/3067695.3067716}, doi = {10.1145/3067695.3067716}, acmid = {3067716}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Miikkulainen:2017:ENN:3067695.3067716} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lones:2017:GECCO, author = {Michael A. Lones and Jane E. Alty and Jeremy Cosgrove and Stuart Jamieson and Stephen L. Smith}, title = {Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1365--1371}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082490}, doi = {10.1145/3067695.3082490}, acmid = {3082490}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, directional changes, dyskinesia, movement analysis, parkinson's disease, time series analysis}, month = {15-19 July}, notes = {Also known as \cite{Lones:2017:GTD:3067695.3082490} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Haraldsson:2017:GECCOa, author = {Saemundur O. Haraldsson and John R. Woodward and Alexander E. I. Brownlee and Albert V. Smith and Vilmundur Gudnason}, title = {Genetic Improvement of Runtime and Its Fitness Landscape in a Bioinformatics Application}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1521--1528}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082526}, doi = {10.1145/3067695.3082526}, acmid = {3082526}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bioinformatics, execution time, genetic improvement, landscape}, month = {15-19 July}, notes = {Also known as \cite{Haraldsson:2017:GIR:3067695.3082526} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pitra:2017:GECCO, author = {Zbyn\v{e}k Pitra and Luk\'{a}\v{s} Bajer and Jakub Repick\'{y} and Martin Hole\v{n}a}, title = {Overview of Surrogate-model Versions of Covariance Matrix Adaptation Evolution Strategy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1622--1629}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082539}, doi = {10.1145/3067695.3082539}, acmid = {3082539}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {black-box optimization, evolutionary optimization, surrogate modelling}, month = {15-19 July}, notes = {Also known as \cite{Pitra:2017:OSV:3067695.3082539} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Al-Sahaf:2017:GECCO, author = {Harith Al-Sahaf and Bing Xue and Mengjie Zhang}, title = {Evolving Texture Image Descriptors Using a Multitree Genetic Programming Representation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {219--220}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076039}, doi = {10.1145/3067695.3076039}, acmid = {3076039}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, multiclass classification, multitree, textures}, month = {15-19 July}, notes = {Also known as \cite{Al-Sahaf:2017:ETI:3067695.3076039} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ma:2017:GECCO, author = {Ning Ma and Xue Yu and Wei-Neng Chen and Jun Zhang}, title = {Fast 3D Path Planning Based on Heuristic-aided Differential Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {285--286}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076013}, doi = {10.1145/3067695.3076013}, acmid = {3076013}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {3D path planning, differential evolution, heuristic information}, month = {15-19 July}, notes = {Also known as \cite{Ma:2017:FPP:3067695.3076013} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pitra:2017:GECCOa, author = {Zbyn\v{e}k Pitra and Luk\'{a}\v{s} Bajer and Jakub Repick\'{y} and Martin Hole\v{n}a}, title = {Ordinal Versus Metric Gaussian Process Regression in Surrogate Modelling for CMA Evolution Strategy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {177--178}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076086}, doi = {10.1145/3067695.3076086}, acmid = {3076086}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {black-box optimization, evolutionary optimization, gaussian-process regression, surrogate modelling}, month = {15-19 July}, notes = {Also known as \cite{Pitra:2017:OVM:3067695.3076086} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Aydin:2017:GECCOa, author = {Do\u{g}an Aydin and G\"{u}rcan Yavuz and Serdar \"{O}zy\"{o}n and Celal Ya\c{s}ar and Thomas St\"{u}tzle}, title = {Artificial Bee Colony Framework to Non-convex Economic Dispatch Problem with Valve Point Effects: A Case Study}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1311--1318}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082486}, doi = {10.1145/3067695.3082486}, acmid = {3082486}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial bee colony, automatic design of algorithm, enery dispatch}, month = {15-19 July}, notes = {Also known as \cite{Aydin:2017:ABC:3067695.3082486} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{daSilva:2017:GECCO, author = {Alexandre Sawczuk {da Silva} and Yi Mei and Hui Ma and Mengjie Zhang}, title = {Fragment-based Genetic Programming for Fully Automated Multi-objective Web Service Composition}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {353--360}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071199}, doi = {10.1145/3071178.3071199}, acmid = {3071199}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, NSGA-II, QoS optimisation, combinatorial optimisation, multi-objective, representations, web service composition}, month = {15-19 July}, notes = {Also known as \cite{daSilva:2017:FGP:3071178.3071199} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nallaperuma:2017:GECCO, author = {Samadhi Nallaperuma and Pietro S. Oliveto and Jorge P{\'e}rez Heredia and Dirk Sudholt}, title = {When is It Beneficial to Reject Improvements?}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1391--1398}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071273}, doi = {10.1145/3071178.3071273}, acmid = {3071273}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, metropolis algorithm, non-elitism, sswm, theory}, month = {15-19 July}, notes = {Also known as \cite{Nallaperuma:2017:BRI:3071178.3071273} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Diana:2017:GECCO, author = {Rodney O. M. Diana and S{\'e}rgio R. {de Souza} and Elizabeth F. Wanner and Moacir F. Fran\c{c}a Filho}, title = {Hybrid Metaheuristic for Combinatorial Optimization Based on Immune Network for Optimization and VNS}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {251--258}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071269}, doi = {10.1145/3071178.3071269}, acmid = {3071269}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {artificial immune systems, evolutionary algorithms, immune network, scheduling}, month = {15-19 July}, notes = {Also known as \cite{Diana:2017:HMC:3071178.3071269} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nakata:2017:GECCO, author = {Masaya Nakata and Will Browne and Tomoki Hamagami and Keiki Takadama}, title = {Theoretical XCS Parameter Settings of Learning Accurate Classifiers}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {473--480}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071200}, doi = {10.1145/3071178.3071200}, acmid = {3071200}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {learning classifier system, parameter analysis, theory}, month = {15-19 July}, notes = {Also known as \cite{Nakata:2017:TXP:3071178.3071200} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Gliesch:2017:GECCO, author = {Alex Gliesch and Marcus Ritt and Mayron C. O. Moreira}, title = {A Genetic Algorithm for Fair Land Allocation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {793--800}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071313}, doi = {10.1145/3071178.3071313}, acmid = {3071313}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {agrarian reform, genetic algorithm, land allocation}, month = {15-19 July}, notes = {Also known as \cite{Gliesch:2017:GAF:3071178.3071313} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Neumann:2017:GECCO, author = {Aneta Neumann and Zygmunt L. Szpak and Wojciech Chojnacki and Frank Neumann}, title = {Evolutionary Image Composition Using Feature Covariance Matrices}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {817--824}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071260}, doi = {10.1145/3071178.3071260}, acmid = {3071260}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {covariance matrices, digital art, evolutionary algorithms, features, image composition}, month = {15-19 July}, notes = {Also known as \cite{Neumann:2017:EIC:3071178.3071260} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miranda:2017:GECCOa, author = {Luis F. Miranda and Luiz Otavio V. B. Oliveira and Joao Francisco B. S. Martins and Gisele L. Pappa}, title = {How Noisy Data Affects Geometric Semantic Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {985--992}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071300}, doi = {10.1145/3071178.3071300}, acmid = {3071300}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, geometric semantic genetic programming, noise impact, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Miranda:2017:NDA:3071178.3071300} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Xiao:2017:GECCO, author = {Qin-zhe Xiao and Jinghui Zhong and Wen-Neng Chen and Zhi-Hui Zhan and Jun Zhang}, title = {Indicator-based Multi-objective Genetic Programming for Workflow Scheduling Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {217--218}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075600}, doi = {10.1145/3067695.3075600}, acmid = {3075600}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, multi-objective optimization, workflow scheduling}, month = {15-19 July}, notes = {Also known as \cite{Xiao:2017:IMG:3067695.3075600} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Assuncao:2017:GECCO, author = {Filipe Assun\&\#xE7;\&\#xE3;o and Nuno Louren\&\#xE7;o and Penousal Machado and Bernardete Ribeiro}, title = {Towards the Evolution of Multi-layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {393--400}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071286}, doi = {10.1145/3071178.3071286}, acmid = {3071286}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, Artificial Neural Networks, Classification, Grammar-based Genetic Programming, NeuroEvolution}, month = {15-19 July}, notes = {Also known as \cite{Assun\&\#xE7;\&\#xE3;o:2017:TEM:3071178.3071286} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{deSa:2017:GECCO, author = {Alex G. C. {de S\'{a}} and Gisele L. Pappa and Alex A. Freitas}, title = {Towards a Method for Automatically Selecting and Configuring Multi-label Classification Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1125--1132}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082053}, doi = {10.1145/3067695.3082053}, acmid = {3082053}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {automatic machine learning, evolutionary algorithms, multi-label}, month = {15-19 July}, notes = {Also known as \cite{deSa:2017:TMA:3067695.3082053} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nogueira:2017:GECCO, author = {Carlos E. R. Nogueira and Wallace C. Boaventura and Ricardo H. C. Takahashi and Eduardo G. Carrano}, title = {Restoration of Power Distribution Networks: A Fast Evolutionary Approach Based on Practical Perspectives}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1295--1302}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082479}, doi = {10.1145/3067695.3082479}, acmid = {3082479}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {optimization, restoration, self-healing, smart-grid}, month = {15-19 July}, notes = {Also known as \cite{Nogueira:2017:RPD:3067695.3082479} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Werth:2017:GECCO, author = {Bernhard Werth and Erik Pitzer and Michael Affenzeller}, title = {Enabling High-dimensional Surrogate-assisted Optimization by Using Sliding Windows}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1630--1637}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082536}, doi = {10.1145/3067695.3082536}, acmid = {3082536}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {high dimensional heuristic optimization, surrogate modeling}, month = {15-19 July}, notes = {Also known as \cite{Werth:2017:EHS:3067695.3082536} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Pitra:2017:GECCOb, author = {Zbyn\v{e}k Pitra and Luk\'{a}\v{s} Bajer and Jakub Repick\'{y} and Martin Hole\v{n}a}, title = {Comparison of Ordinal and Metric Gaussian Process Regression As Surrogate Models for CMA Evolution Strategy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1764--1771}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084206}, doi = {10.1145/3067695.3084206}, acmid = {3084206}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {black-box optimization, evolutionary optimization, gaussian-process regression, surrogate modelling}, month = {15-19 July}, notes = {Also known as \cite{Pitra:2017:COM:3067695.3084206} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yafrani:2017:GECCO, author = {Mohamed El Yafrani and Shelvin Chand and Aneta Neumann and Bela\"{\i}d Ahiod and Markus Wagner}, title = {Multi-objectiveness in the Single-objective Traveling Thief Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {107--108}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076010}, doi = {10.1145/3067695.3076010}, acmid = {3076010}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary multi-objective optimization, interdependence, multi-component problems, travelling thief problem}, month = {15-19 July}, notes = {Also known as \cite{Yafrani:2017:MST:3067695.3076010} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Jimenez:2017:GECCO, author = {Francia Jim{\'e}nez and Claudio Sanhueza and Regina Berretta and Pablo Moscato}, title = {A Multi-objective Approach for the (\Α, {\$\beta\$})-k-feature Set Problem Using Memetic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {207--208}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076106}, doi = {10.1145/3067695.3076106}, acmid = {3076106}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {(\α, {\$\beta\$})-k-feature set problem, memetic algorithm, multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Jimenez:2017:MAA:3067695.3076106} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tran:2017:GECCOa, author = {Cao Truong Tran and Mengjie Zhang and Peter Andreae and Bing Xue}, title = {Genetic Programming Based Feature Construction for Classification with Incomplete Data}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1033--1040}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071183}, doi = {10.1145/3071178.3071183}, acmid = {3071183}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, classification, feature construction, incomplete data}, month = {15-19 July}, notes = {Also known as \cite{Tran:2017:GPB:3071178.3071183} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOe, author = {Benjamin Doerr and Christian Gie\ssen and Carsten Witt and Jing Yang}, title = {The (1+{\$\Lambda\$}) Evolutionary Algorithm with Self-adjusting Mutation Rate}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1351--1358}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071279}, doi = {10.1145/3071178.3071279}, acmid = {3071279}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic parameter control, mutation, runtime analysis}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:EAS:3071178.3071279} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doerr:2017:GECCOf, author = {Benjamin Doerr and Philipp Fischbeck and Clemens Frahnow and Tobias Friedrich and Timo K\"{o}tzing and Martin Schirneck}, title = {Island Models Meet Rumor Spreading}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1359--1366}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071206}, doi = {10.1145/3071178.3071206}, acmid = {3071206}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Doerr:2017:IMM:3071178.3071206} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Shi:2017:GECCO, author = {Feng Shi and Martin Schirneck and Tobias Friedrich and Timo K\"{o}tzing and Frank Neumann}, title = {Reoptimization Times of Evolutionary Algorithms on Linear Functions Under Dynamic Uniform Constraints}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1407--1414}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071270}, doi = {10.1145/3071178.3071270}, acmid = {3071270}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic constraint, evolutionary algorithm, reoptimization time, runtime analysis, uniform constraint}, month = {15-19 July}, notes = {Also known as \cite{Shi:2017:RTE:3071178.3071270} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tran:2017:GECCOb, author = {Minh Duc Tran and Claudia d'Amato and Binh Thanh Nguyen and Andrea G. B. Tettamanzi}, title = {An Evolutionary Algorithm for Discovering Multi-relational Association Rules in the Semantic Web}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {513--520}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079196}, doi = {10.1145/3071178.3079196}, acmid = {3079196}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {description logics, evolutionary algorithms, pattern discovery}, month = {15-19 July}, notes = {Also known as \cite{Tran:2017:EAD:3071178.3079196} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nebro:2017:GECCO, author = {Antonio J. Nebro and Crist\'{o}bal Barba-Gonz\'{a}lez and Jos{\'e} Garc\'{\i}a Nieto and Jos{\'e} A. Cordero and Jos{\'e} F. Aldana Montes}, title = {Design and Architecture of the jMetaISP Framework}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1239--1246}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082466}, doi = {10.1145/3067695.3082466}, acmid = {3082466}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {dynamic multi-objective optimization, multi-objective metaheurstics, open source, optimization framework}, month = {15-19 July}, notes = {Also known as \cite{Nebro:2017:DAJ:3067695.3082466} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yu:2017:GECCOa, author = {Eric A. Yu and Jin Yeom and Cem C. Tutum and Etienne Vouga and Risto Miikkulainen}, title = {Evolutionary Decomposition for 3D Printing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1272--1279}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071310}, doi = {10.1145/3071178.3071310}, acmid = {3071310}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {3D printing, CMA-ES, decomposition, multiobjective optimization, real parameter genetic algorithm, support structure}, month = {15-19 July}, notes = {Also known as \cite{Yu:2017:EDP:3071178.3071310} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Yan:2017:GECCO, author = {Xueming Yan and Zhifeng Hao and Han Huang and Hongyue Wu}, title = {Ant Colony Optimization with Human-computer Cooperative Strategy for Two-echelon Vehicle Routing Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1443--1446}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082496}, doi = {10.1145/3067695.3082496}, acmid = {3082496}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ant colony optimization, human-computer cooperation strategy, two-echelon vehicle routing problem}, month = {15-19 July}, notes = {Also known as \cite{Yan:2017:ACO:3067695.3082496} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dovgan:2017:GECCO, author = {Erik Dovgan and Jaka Sodnik and Ivan Bratko and Bogdan Filipi\v{c}}, title = {Multiobjective Discovery of Human-like Driving Strategies}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1319--1326}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082483}, doi = {10.1145/3067695.3082483}, acmid = {3082483}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {driving strategy, fuel consumption, human driving, multiobjective optimization, traveling time}, month = {15-19 July}, notes = {Also known as \cite{Dovgan:2017:MDH:3067695.3082483} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Blasco:2017:GECCO, author = {Xavier Blasco and Juan Manuel Herrero and Gilberto Reynoso-Meza and Miguel A. Mart\'{\i}nez Iranzo}, title = {Interactive Tool for Analyzing Multiobjective Optimization Results with Level Diagrams}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1689--1696}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082553}, doi = {10.1145/3067695.3082553}, acmid = {3082553}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {graphical interactive tool, level diagrams, multiobjective decision making, pareto front visualization}, month = {15-19 July}, notes = {Also known as \cite{Blasco:2017:ITA:3067695.3082553} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bokhari:2017:GECCO, author = {Mahmoud A. Bokhari and Bobby R. Bruce and Brad Alexander and Markus Wagner}, title = {Deep Parameter Optimisation on Android Smartphones for Energy Minimisation: A Tale of Woe and a Proof-of-concept}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1501--1508}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082519}, doi = {10.1145/3067695.3082519}, acmid = {3082519}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Android 6, dreaming smartphone, mobile devices, multi-objective optimisation, non-functional properties}, month = {15-19 July}, notes = {Also known as \cite{Bokhari:2017:DPO:3067695.3082519} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Guerrero:2017:GECCO, author = {Manuel Guerrero and Consolaci\'{o}n Gil and Francisco G. Montoya and Alfredo Alcayde and Ra\'{u}l Ba\'{n}os}, title = {Community Detection in Power Grids by an Evolutionary Method}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {279--280}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075606}, doi = {10.1145/3067695.3075606}, acmid = {3075606}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {community detection, evolutionary algorithms, graph algorithms, power grids}, month = {15-19 July}, notes = {Also known as \cite{Guerrero:2017:CDP:3067695.3075606} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Maree:2017:GECCO, author = {S. C. Maree and T. Alderliesten and D. Thierens and P. A. N. Bosman}, title = {Niching an Estimation-of-distribution Algorithm by Hierarchical Gaussian Mixture Learning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {713--720}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071283}, doi = {10.1145/3071178.3071283}, acmid = {3071283}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Gaussian mixture model, black box, continuous optimization, estimation of distribution algorithm, hierarchical clustering}, month = {15-19 July}, notes = {Also known as \cite{Maree:2017:NEA:3071178.3071283} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Jakob:2017:GECCO, author = {W. Jakob and J. \'{A}. Gonz\'{a}lez Ordiano and N. Ludwig and R. Mikut and V. Hagenmeyer}, title = {Towards Coding Strategies for Forecasting-based Scheduling in Smart Grids and the Energy Lab 2.0}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1271--1278}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082481}, doi = {10.1145/3067695.3082481}, acmid = {3082481}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {demand forecasting, evolutionary computation, scheduling, smart grids}, month = {15-19 July}, notes = {Also known as \cite{Jakob:2017:TCS:3067695.3082481} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Vassiliades:2017:GECCOa, author = {Vassilis Vassiliades and Konstantinos Chatzilygeroudis and Jean-Baptiste Mouret}, title = {A Comparison of Illumination Algorithms in Unbounded Spaces}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1578--1581}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082531}, doi = {10.1145/3067695.3082531}, acmid = {3082531}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MAP-elites, behavioral diversity, illumination algorithms, novelty search, quality diversity}, month = {15-19 July}, notes = {Also known as \cite{Vassiliades:2017:CIA:3067695.3082531} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Muniglia:2017:GECCO, author = {Mathieu Muniglia and S{\'e}bastien Verel and Jean-Charles Le Pallec and Jean-Michel Do}, title = {Massive Asynchronous Master-worker EA for Nuclear Reactor Optimization: A Fitness Landscape Perspective}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {295--296}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076061}, doi = {10.1145/3067695.3076061}, acmid = {3076061}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, fitness landscapes, parallelization, simulation optimization}, month = {15-19 July}, notes = {Also known as \cite{Muniglia:2017:MAM:3067695.3076061} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Shir:2017:GECCO, author = {Ofer M. Shir and Thomas B\"{a}ck and Joshua Knowles and Richard Allmendinger}, title = {Sequential Experimentation by Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {828--851}, size = {24 pages}, url = {http://doi.acm.org/10.1145/3067695.3067701}, doi = {10.1145/3067695.3067701}, acmid = {3067701}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Shir:2017:SEE:3067695.3067701} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mariano:2017:GECCO, author = {Pedro Mariano and Ziad Salem and Rob Mills and Payam Zahadat and Lu\'{\i}s Correia and Thomas Schmickl}, title = {Design Choices for Adapting Bio-hybrid Systems with Evolutionary Computation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {211--212}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076044}, doi = {10.1145/3067695.3076044}, acmid = {3076044}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Mariano:2017:DCA:3067695.3076044} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hallawa:2017:GECCO, author = {Ahmed Hallawa and Stephan Schlupkothen and Giovanni Iacca and Gerd Ascheid}, title = {Energy-efficient Environment Mapping via Evolutionary Algorithm Optimized Multi-agent Localization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1721--1726}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3084201}, doi = {10.1145/3067695.3084201}, acmid = {3084201}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, localization, swarm intelligence, wireless sensors}, month = {15-19 July}, notes = {Also known as \cite{Hallawa:2017:EEM:3067695.3084201} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Liu:2017:GECCOc, author = {Weichen Liu and Thomas Weise and Yuezhong Wu and Qi Qi}, title = {Combining Two Local Searches with Crossover: An Efficient Hybrid Algorithm for the Traveling Salesman Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {298--305}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071201}, doi = {10.1145/3071178.3071201}, acmid = {3071201}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {crossover, hybrid algorithms, local search, memetic algorithm, traveling salesman problem}, month = {15-19 July}, notes = {Also known as \cite{Liu:2017:CTL:3071178.3071201} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Bouter:2017:GECCOb, author = {Anton Bouter and Ngoc Hoang Luong and Cees Witteveen and Tanja Alderliesten and Peter A. N. Bosman}, title = {The Multi-objective Real-valued Gene-pool Optimal Mixing Evolutionary Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {537--544}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071274}, doi = {10.1145/3071178.3071274}, acmid = {3071274}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {GOMEA, linkage learning, multi-objective optimization, real-valued optimization, scalability}, month = {15-19 July}, notes = {Also known as \cite{Bouter:2017:MRG:3071178.3071274} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Safdar:2017:GECCO, author = {Safdar Aqeel Safdar and Hong Lu and Tao Yue and Shaukat Ali}, title = {Mining Cross Product Line Rules with Multi-objective Search and Machine Learning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1319--1326}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071261}, doi = {10.1145/3071178.3071261}, acmid = {3071261}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {configuration, machine learning, multi-objective search, product line, rule mining}, month = {15-19 July}, notes = {Also known as \cite{Safdar:2017:MCP:3071178.3071261} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Goulart:2017:GECCO, author = {Fillipe Goulart and S\'{\i}lvio T. Borges and Fernanda C. Takahashi and Felipe Campelo}, title = {Robust Multiobjective Optimization Using Regression Models and Linear Subproblems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {569--576}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3079191}, doi = {10.1145/3071178.3079191}, acmid = {3079191}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {hybrid algorithms, multiobjective optimization, robust optimization}, month = {15-19 July}, notes = {Also known as \cite{Goulart:2017:RMO:3071178.3079191} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Dornas:2017:GECCO, author = {Andr{\'e} Homem Dornas and Fl\'{a}vio Vin\'{\i}cius Cruzeiro Martins and Jo\~{a}o Fernando Machry Sarubbi and Elizabeth Fialho Wanner}, title = {Real-polarized Genetic Algorithm for the Three-dimensional Bin Packing Problem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {785--792}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071327}, doi = {10.1145/3071178.3071327}, acmid = {3071327}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bin packing problem, combinatorial optimization, genetic algorithms, genetic operators}, month = {15-19 July}, notes = {Also known as \cite{Dornas:2017:RGA:3071178.3071327} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Virgolin:2017:GECCO, author = {Marco Virgolin and Tanja Alderliesten and Cees Witteveen and Peter A. N. Bosman}, title = {Scalable Genetic Programming by Gene-pool Optimal Mixing and Input-space Entropy-based Building-block Learning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1041--1048}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071287}, doi = {10.1145/3071178.3071287}, acmid = {3071287}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, building blocks, linkage learning, optimal mixing, program synthesis}, month = {15-19 July}, notes = {Also known as \cite{Virgolin:2017:SGP:3071178.3071287} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Barnhart:2017:GECCO, author = {Brad Barnhart and Zhichao Lu and Moriah Bostian and Ankur Sinha and Kalyanmoy Deb and Luba Kurkalova and Manoj Jha and Gerald Whittaker}, title = {Handling Practicalities in Agricultural Policy Optimization for Water Quality Improvements}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1065--1072}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071244}, doi = {10.1145/3071178.3071244}, acmid = {3071244}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bilevel optimization, decision-making, evolutionary algorithms, multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Barnhart:2017:HPA:3071178.3071244} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Basak:2017:GECCO, author = {Aniruddha Basak and Ole J. Mengshoel and Chinmay Kulkarni and Kevin Schmidt and Prathi Shastry and Rao Rapeta}, title = {Optimizing the Decomposition of Time Series Using Evolutionary Algorithms: Soil Moisture Analytics}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1073--1080}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071191}, doi = {10.1145/3071178.3071191}, acmid = {3071191}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {STL, smoothing, smoothing spline, soil moisture, stochastic optimization, time series decomposition}, month = {15-19 July}, notes = {Also known as \cite{Basak:2017:ODT:3071178.3071191} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Papavasileiou:2017:GECCO, author = {Evgenia Papavasileiou and Bart Jansen}, title = {An Investigation of Topological Choices in FS-NEAT and FD-NEAT on XOR-based Problems of Increased Complexity}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1431--1434}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3082497}, doi = {10.1145/3067695.3082497}, acmid = {3082497}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {neuroevolution, supervised learning, topology initialization}, month = {15-19 July}, notes = {Also known as \cite{Papavasileiou:2017:ITC:3067695.3082497} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sato:2017:GECCOa, author = {Hiroyuki Sato and Minami Miyakawa and Keiki Takadama}, title = {An Improved MOEA/D Utilizing Variation Angles for Multi-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {163--164}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076037}, doi = {10.1145/3067695.3076037}, acmid = {3076037}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {MOEA/D, multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Sato:2017:IMU:3067695.3076037} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lorenzo:2017:GECCOa, author = {Pablo Ribalta Lorenzo and Jakub Nalepa and Luciano Sanchez Ramos and Jos{\'e} Ranilla Pastor}, title = {Hyper-parameter Selection in Deep Neural Networks Using Parallel Particle Swarm Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1864--1871}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084211}, doi = {10.1145/3067695.3084211}, acmid = {3084211}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {deep neural networks, hyper-parameter selection, parallel evolutionary algorithm, particle swarm optimization}, month = {15-19 July}, notes = {Also known as \cite{Lorenzo:2017:HSD:3067695.3084211} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Garcia-Valdez:2017:GECCOb, author = {Mario Garc\'{\i}a-Valdez and Jos{\'e}-C Romero and Alejandra Mancilla and Juan-J. Merelo and Francisco Fern\'{a}ndez-de-Vega}, title = {Gamification Techniques in Collaborative Interactive Evolutionary Computation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {87--88}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076067}, doi = {10.1145/3067695.3076067}, acmid = {3076067}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {human centered computing, interactive evolutionary computation}, month = {15-19 July}, notes = {Also known as \cite{Garcia-Valdez:2017:GTC:3067695.3076067} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mason:2017:GECCO, author = {Karl Mason and Jim Duggan and Enda Howley}, title = {Neural Network Topology and Weight Optimization Through Neuro Differential Evolution}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {213--214}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075967}, doi = {10.1145/3067695.3075967}, acmid = {3075967}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {differential evolution, genetic algorithms, neuroevolution}, month = {15-19 July}, notes = {Also known as \cite{Mason:2017:NNT:3067695.3075967} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lawrenson:2017:GECCO, author = {Mark Lawrenson and Tommaso Urli and Philip Kilby}, title = {A Model-based Genetic Algorithm Framework for Constrained Optimisation Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {111--112}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076041}, doi = {10.1145/3067695.3076041}, acmid = {3076041}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {combinatorial optimization, constraint handling, genetic algorithms, hybridization, meta-heuristics, modelling}, month = {15-19 July}, notes = {Also known as \cite{Lawrenson:2017:MGA:3067695.3076041} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Milgo:2017:GECCO, author = {Edna Milgo and Nixon Ronoh and Peter Waiganjo and Bernard Manderick}, title = {Adaptiveness of CMA Based Samplers}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {179--180}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075611}, doi = {10.1145/3067695.3075611}, acmid = {3075611}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptive markov chain Monte Carlo, covariance matrix adaptation}, month = {15-19 July}, notes = {Also known as \cite{Milgo:2017:ACB:3067695.3075611} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lahav:2017:GECCO, author = {Yigal Lahav and Ofer M. Shir and Dror Noy}, title = {Solving Structures of Pigment-protein Complexes As Inverse Optimization Problems Using Decomposition}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1169--1176}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071197}, doi = {10.1145/3071178.3071197}, acmid = {3071197}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {circular dichroism, decomposition, derandomized evolution strategies, global optimization, inverse-problem, photosynthetic chlorophyll proteins, structure derivation}, month = {15-19 July}, notes = {Also known as \cite{Lahav:2017:SSP:3071178.3071197} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Xu:2017:GECCOa, author = {Xiong Xu and Ziming Zhu and Li Jiao}, title = {An Adaptive Fitness Function Based on Branch Hardness for Search Based Testing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1335--1342}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071184}, doi = {10.1145/3071178.3071184}, acmid = {3071184}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {adaptivity, branch hardness, fitness functions, search based software testing, test data generation}, month = {15-19 July}, notes = {Also known as \cite{Xu:2017:AFF:3071178.3071184} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mariot:2017:GECCO, author = {Luca Mariot and Stjepan Picek and Domagoj Jakobovic and Alberto Leporati}, title = {Evolutionary Algorithms for the Design of Orthogonal Latin Squares Based on Cellular Automata}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {306--313}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071284}, doi = {10.1145/3071178.3071284}, acmid = {3071284}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, boolean functions, cellular automata, nonlinearity, orthogonal latin squares, pairwise balancedness, quaternary strings}, month = {15-19 July}, notes = {Also known as \cite{Mariot:2017:EAD:3071178.3071284} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sun:2017:GECCO, author = {Wen Sun and Jin-Kao Hao and Xiangjing Lai and Qinghua Wu}, title = {On Feasible and Infeasible Search for Equitable Graph Coloring}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {369--376}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071267}, doi = {10.1145/3071178.3071267}, acmid = {3071267}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {equitable coloring, heuristics, penalty-based fitness function, tabu search}, month = {15-19 July}, notes = {Also known as \cite{Sun:2017:FIS:3071178.3071267} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tan:2017:GECCO, author = {Da-Zhao Tan and Wei-Neng Chen and Jun Zhang and Wei-Jie Yu}, title = {Fast Pedestrian Detection Using Multimodal Estimation of Distribution Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1248--1255}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071237}, doi = {10.1145/3071178.3071237}, acmid = {3071237}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {histograms of oriented gradients, multimodal estimation of distribution algorithms, multimodal optimization, pedestrian detection}, month = {15-19 July}, notes = {Also known as \cite{Tan:2017:FPD:3071178.3071237} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Picek:2017:GECCOb, author = {Stjepan Picek and Luca Mariot and Alberto Leporati and Domagoj Jakobovic}, title = {Evolving S-boxes Based on Cellular Automata with Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {251--252}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076084}, doi = {10.1145/3067695.3076084}, acmid = {3076084}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cellular automata, cryptography, substitution boxes}, month = {15-19 July}, notes = {Also known as \cite{Picek:2017:ESB:3067695.3076084} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hagg:2017:GECCOa, author = {Alexander Hagg and Maximilian Mensing and Alexander Asteroth}, title = {Evolving Parsimonious Networks by Mixing Activation Functions}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {425--432}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071275}, doi = {10.1145/3071178.3071275}, acmid = {3071275}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {activation function, heterogeneous networks, neuroevolution, regression}, month = {15-19 July}, notes = {Also known as \cite{Hagg:2017:EPN:3071178.3071275} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Kozyra:2017:GECCO, author = {Jerzy Kozyra and Harold Fellermann and Ben Shirt-Ediss and Annunziata Lopiccolo and Natalio Krasnogor}, title = {Optimizing Nucleic Acid Sequences for a Molecular Data Recorder}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1145--1152}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071345}, doi = {10.1145/3071178.3071345}, acmid = {3071345}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {DNA computing, biological data structures, nucleic acid sequence optimization, strand displacement}, month = {15-19 July}, notes = {Also known as \cite{Kozyra:2017:ONA:3071178.3071345} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Karunakaran:2017:GECCO, author = {Deepak Karunakaran and Yi Mei and Gang Chen and Mengjie Zhang}, title = {Toward Evolving Dispatching Rules for Dynamic Job Shop Scheduling Under Uncertainty}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {282--289}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071202}, doi = {10.1145/3071178.3071202}, acmid = {3071202}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, job shop scheduling, uncertainty}, month = {15-19 July}, notes = {Also known as \cite{Karunakaran:2017:TED:3071178.3071202} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Goncalves:2017:GECCO, author = {Ivo Gon\c{c}alves and Sara Silva and Carlos M. Fonseca and Mauro Castelli}, title = {Unsure when to Stop?: Ask Your Semantic Neighbors}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {929--936}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071328}, doi = {10.1145/3071178.3071328}, acmid = {3071328}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, generalization, geometric semantic genetic programming, overfitting, semantic learning machine, stopping criteria}, month = {15-19 July}, notes = {Also known as \cite{Goncalves:2017:USA:3071178.3071328} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Tao:2017:GECCOa, author = {Yanyun Tao and Yuzhen Zhang and Bin Jiang}, title = {Evolutionary Learning-based Modeling for Warfarin Dose Prediction in Chinese}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1380--1386}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082492}, doi = {10.1145/3067695.3082492}, acmid = {3082492}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, genotype, machine learning, neural network, predictive model, support vector regression, warfarin dose prediction}, month = {15-19 July}, notes = {Also known as \cite{Tao:2017:ELM:3067695.3082492} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Zerenner:2017:GECCO, author = {Tanja Zerenner and Victor Venema and Petra Friederichs and Clemens Simmer}, title = {Downscaling Near-surface Atmospheric Fields with Multi-objective Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {11--12}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3084375}, doi = {10.1145/3067695.3084375}, acmid = {3084375}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, SPEA, atmospheric sciences, geosciences, soil-vegetation-atmosphere system, spatial variability}, month = {15-19 July}, notes = {Also known as \cite{Zerenner:2017:DNA:3067695.3084375} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lensen:2017:GECCOa, author = {Andrew Lensen and Bing Xue and Mengjie Zhang}, title = {Improving K-means Clustering with Genetic Programming for Feature Construction}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {237--238}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075962}, doi = {10.1145/3067695.3075962}, acmid = {3075962}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, cluster analysis, evolutionary computation, feature construction, k-means}, month = {15-19 July}, notes = {Also known as \cite{Lensen:2017:IKM:3067695.3075962} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Doncieux:2017:GECCO, author = {Stephane Doncieux and Joshua E. Auerbach and Richard J. Duro and Harold P. {de Vladar}}, title = {Chairs' Welcome for GECCO'17 Workshop "Evolution in Cognition"}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1163--1164}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082462}, doi = {10.1145/3067695.3082462}, acmid = {3082462}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Doncieux:2017:CWG:3067695.3082462} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ma:2017:GECCOa, author = {Ning Ma and Xiao-Fang Liu and Zhi-Hui Zhan and Jing-Hui Zhong and Jun Zhang}, title = {Load Balance Aware Distributed Differential Evolution for Computationally Expensive Optimization Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {209--210}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075602}, doi = {10.1145/3067695.3075602}, acmid = {3075602}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {distributed differential evolution, expensive fitness evaluation, load balance, power electronic circuit}, month = {15-19 July}, notes = {Also known as \cite{Ma:2017:LBA:3067695.3075602} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hallawa:2017:GECCOa, author = {Ahmed Hallawa and Jaro {De Roose} and Martin Andraud and Marian Verhelst and Gerd Ascheid}, title = {Instinct-driven Dynamic Hardware Reconfiguration: Evolutionary Algorithm Optimized Compression for Autonomous Sensory Agents}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1727--1734}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084202}, doi = {10.1145/3067695.3084202}, acmid = {3084202}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Hallawa:2017:IDH:3067695.3084202} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{ElSaid:2017:GECCO, author = {AbdElRahman ElSaid and Brandon Wild and Fatima El Jamiy and James Higgins and Travis Desell}, title = {Optimizing LSTM RNNs Using ACO to Predict Turbine Engine Vibration}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {21--22}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082045}, doi = {10.1145/3067695.3082045}, acmid = {3082045}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ACO, LSTM, RNN, ant colony optimization, aviation, long short term memory recurrent neural network, turbine engine vibration}, month = {15-19 July}, notes = {Also known as \cite{ElSaid:2017:OLR:3067695.3082045} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Heinerman:2017:GECCO, author = {Jacqueline Heinerman and J\"{o}rg Stork and Margarita Alejandra Rebolledo Coy and Julien Hubert and A. E. Eiben and Thomas Bartz-Beielstein and Evert Haasdijk}, title = {Is Social Learning More Than Parameter Tuning?}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {63--64}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076059}, doi = {10.1145/3067695.3076059}, acmid = {3076059}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, neural networks, parameter tuning, social learning}, month = {15-19 July}, notes = {Also known as \cite{Heinerman:2017:SLM:3067695.3076059} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Jelisavcic:2017:GECCOa, author = {Milan Jelisavcic and Rafael Kiesel and Kyrre Glette and Evert Haasdijk and A. E. Eiben}, title = {Benefits of Lamarckian Evolution for Morphologically Evolving Robots}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {65--66}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076046}, doi = {10.1145/3067695.3076046}, acmid = {3076046}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary robotics, gait learning, indirect encoding, lamarckian evolution, on-line evolution}, month = {15-19 July}, notes = {Also known as \cite{Jelisavcic:2017:BLE:3067695.3076046} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moreno:2017:GECCO, author = {Rodrigo Moreno and Ceyue Liu and Andres Faina and Henry Hernandez and Jonatan Gomez}, title = {The EMeRGE Modular Robot, an Open Platform for Quick Testing of Evolved Robot Morphologies}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {71--72}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075616}, doi = {10.1145/3067695.3075616}, acmid = {3075616}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {magnetic connectors, modular robots, morphology, open hardware, quick assembly, transferability}, month = {15-19 July}, notes = {Also known as \cite{Moreno:2017:EMR:3067695.3075616} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Rosa:2017:GECCO, author = {G. H. Rosa and J. P. Papa and L. P. Papa}, title = {Feature Selection Using Geometric Semantic Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {253--254}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076020}, doi = {10.1145/3067695.3076020}, acmid = {3076020}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, feature selection, geometric semantic genetic programming}, month = {15-19 July}, notes = {Also known as \cite{Rosa:2017:FSU:3067695.3076020} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Majdouli:2017:GECCO, author = {M. A. El Majdouli and S. Bougrine and I. Rbouh and A. A. El Imrani}, title = {A Comparative Study of the EEG Signals Big Optimization Problem Using Evolutionary, Swarm and Memetic Computation Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1357--1364}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082489}, doi = {10.1145/3067695.3082489}, acmid = {3082489}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {EEG signals, big-OPT, evolutionary computation, medical data optimization, swarm intelligence}, month = {15-19 July}, notes = {Also known as \cite{Majdouli:2017:CSE:3067695.3082489} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mueller-Bady:2017:GECCOa, author = {Robin Mueller-Bady and Martin Kappes and Lukas Atkinson and Inmaculada Medina-Bulo}, title = {Multijob: A Framework for Efficient Distribution of Evolutionary Algorithms for Parameter Tuning}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1231--1238}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082476}, doi = {10.1145/3067695.3082476}, acmid = {3082476}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary computation, grid computing, parameter tuning}, month = {15-19 July}, notes = {Also known as \cite{Mueller-Bady:2017:MFE:3067695.3082476} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Staats:2017:GECCO, author = {Kai Staats and Edward Pantridge and Marco Cavaglia and Iurii Milovanov and Arun Aniyan}, title = {TensorFlow Enabled Genetic Programming}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1872--1879}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3084216}, doi = {10.1145/3067695.3084216}, acmid = {3084216}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, evolutionary computation, gpu, machine learning, multicore, parallel, tensorflow, vectorized}, month = {15-19 July}, notes = {Also known as \cite{Staats:2017:TEG:3067695.3084216} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Monzon:2017:GECCO, author = {Hugo Monz\'{o}n and Hern\'{a}n Aguirre and S{\'e}bastien Verel and Arnaud Liefooghe and Bilel Derbel and Kiyoshi Tanaka}, title = {Closed State Model for Understanding the Dynamics of MOEAs}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {609--616}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071259}, doi = {10.1145/3071178.3071259}, acmid = {3071259}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {empirical study, genetic algorithms, multi-objective optimization, working principles of evolutionary computing}, month = {15-19 July}, notes = {Also known as \cite{Monzon:2017:CSM:3071178.3071259} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lachmann:2017:GECCO, author = {Remo Lachmann and Michael Felderer and Manuel Nieke and Sandro Schulze and Christoph Seidl and Ina Schaefer}, title = {Multi-objective Black-box Test Case Selection for System Testing}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1311--1318}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071189}, doi = {10.1145/3071178.3071189}, acmid = {3071189}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {black-box testing, search-based testing, system testing, test case selection}, month = {15-19 July}, notes = {Also known as \cite{Lachmann:2017:MBT:3071178.3071189} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Marti:2017:GECCO, author = {Luis Mart\'{\i} and Arsene Fansi-Tchango and Laurent Navarro and Marc Schoenauer}, title = {Progressively Adding Objectives: A Case Study in Anomaly Detection}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {593--600}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071333}, doi = {10.1145/3071178.3071333}, acmid = {3071333}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {anomaly detection, evolutionary multi-objective optimization, many-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Marti:2017:PAO:3071178.3071333} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Nojima:2017:GECCO, author = {Yusuke Nojima and Yuki Tanigaki and Hisao Ishibuchi}, title = {Multiobjective Data Mining from Solutions by Evolutionary Multiobjective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {617--624}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3080293}, doi = {10.1145/3071178.3080293}, acmid = {3080293}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {data mining, evolutionary multiobjective optimization, genetic fuzzy rule selection, pattern classification}, month = {15-19 July}, notes = {Also known as \cite{Nojima:2017:MDM:3071178.3080293} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lissovoi:2017:GECCOa, author = {Andrei Lissovoi and Dirk Sudholt and Markus Wagner and Christine Zarges}, title = {Theoretical Results on Bet-and-run As an Initialisation Strategy}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {857--864}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071329}, doi = {10.1145/3071178.3071329}, acmid = {3071329}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {initialisation, local search, optimisation, restarts, stochastic search}, month = {15-19 July}, notes = {Also known as \cite{Lissovoi:2017:TRB:3071178.3071329} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Velasco:2017:GECCO, author = {Jose Manuel Velasco and Oscar Garnica and Sergio Contador and Marta Botella and Juan Lanchares and J. Ignacio Hidalgo}, title = {Forecasting Glucose Levels in Patients with Diabetes Mellitus Using Semantic Grammatical Evolution and Symbolic Aggregate Approximation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1387--1394}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082493}, doi = {10.1145/3067695.3082493}, acmid = {3082493}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Velasco:2017:FGL:3067695.3082493} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Mason:2017:GECCOa, author = {Karl Mason and Jim Duggan and Enda Howley}, title = {Evolving Multi-objective Neural Networks Using Differential Evolution for Dynamic Economic Emission Dispatch}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1287--1294}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082480}, doi = {10.1145/3067695.3082480}, acmid = {3082480}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {differential evolution, dynamic economic dispatch, dynamic economic emission dispatch, machine learning, multi-objective optimisation, neural networks}, month = {15-19 July}, notes = {Also known as \cite{Mason:2017:EMN:3067695.3082480} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Poulsen:2017:GECCO, author = {Andreas Precht Poulsen and Mark Thorhauge and Mikkel Hvilshj Funch and Sebastian Risi}, title = {A Deep Learning / Neuroevolution Hybrid for Visual Control}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {93--94}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076016}, doi = {10.1145/3067695.3076016}, acmid = {3076016}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NEAT, deep learning, neuroevolution, visual control}, month = {15-19 July}, notes = {Also known as \cite{Poulsen:2017:DLN:3067695.3076016} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Miikkulainen:2017:GECCOa, author = {Risto Miikkulainen and Neil Iscoe and Aaron Shagrin and Ron Cordell and Sam Nazari and Cory Schoolland and Myles Brundage and Jonathan Epstein and Randy Dean and Gurmeet Lamba}, title = {Conversion Rate Optimization Through Evolutionary Computation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1193--1199}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3071178.3071312}, doi = {10.1145/3071178.3071312}, acmid = {3071312}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {conversion optimization, design, e-commerce, interactive evolution, online evolution}, month = {15-19 July}, notes = {Also known as \cite{Miikkulainen:2017:CRO:3071178.3071312} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Beham:2017:GECCO, author = {Andreas Beham and Michael Affenzeller and Stefan Wagner}, title = {Instance-based Algorithm Selection on Quadratic Assignment Problem Landscapes}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1471--1478}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082513}, doi = {10.1145/3067695.3082513}, acmid = {3082513}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {algorithm selection, feature extraction, fitness landscapes, quadratic assignment problem}, month = {15-19 July}, notes = {Also known as \cite{Beham:2017:IAS:3067695.3082513} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Moeinzadeh:2017:GECCO, author = {Hossein Moeinzadeh and Gaetano D. Gargiulo and Paolo Bifulco and Mario Cesarelli and Alistair L. McEwan and Aiden O'Loughlin and Ibrahim M. Shugman and Jonathan C. Tapson and Aravinda Thiagalingam}, title = {Computing a New Central Terminal for ECG Recording Using Combined Genetic Algorithm and Linear Regression from Real Patient Data}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {293--294}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076090}, doi = {10.1145/3067695.3076090}, acmid = {3076090}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {electrocardiography, genetic algorithm, linear regression, wilson central terminal}, month = {15-19 July}, notes = {Also known as \cite{Moeinzadeh:2017:CNC:3067695.3076090} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Saenko:2017:GECCO, author = {Igor Saenko and Igor Kotenko}, title = {Administrating Role-based Access Control by Genetic Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1463--1470}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082509}, doi = {10.1145/3067695.3082509}, acmid = {3082509}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {RBAC, access control, genetic algorithm, role mining problem}, month = {15-19 July}, notes = {Also known as \cite{Saenko:2017:ARA:3067695.3082509} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Perez-Carabaza:2017:GECCO, author = {Sara Perez-Carabaza and Julian Bermudez-Ortega and Eva Besada-Portas and Jose A. Lopez-Orozco and Jesus M. {de la Cruz}}, title = {A multi-UAV Minimum Time Search Planner Based on ACOR}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {35--42}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071299}, doi = {10.1145/3071178.3071299}, acmid = {3071299}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {ant algorithms, bayesian search, heuristics, multi-agent systems, sensor-based UAV path planning}, month = {15-19 July}, notes = {Also known as \cite{Perez-Carabaza:2017:MMT:3071178.3071299} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Wu:2017:GECCO, author = {Mengyuan Wu and Sam Kwong and Yuheng Jia and Ke Li and Qingfu Zhang}, title = {Adaptive Weights Generation for Decomposition-based Multi-objective Optimization Using Gaussian Process Regression}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {641--648}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071339}, doi = {10.1145/3071178.3071339}, acmid = {3071339}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {Gaussian process, adaptive weights generation, decomposition, evolutionary algorithm, multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Wu:2017:AWG:3071178.3071339} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Lipinski:2017:GECCOa, author = {Piotr Lipinski and Patryk Filipiak and Pawel Rychlikowski and Justyna Stanczyk and Joanna Kajewska-Szkudlarek and Janusz Lomotowski and Tomasz Konieczny}, title = {Discovering Weekly Seasonality for Water Demand Prediction Using Evolutionary Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {33--34}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082049}, doi = {10.1145/3067695.3082049}, acmid = {3082049}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Lipinski:2017:DWS:3067695.3082049} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Luong:2017:GECCO, author = {Ngoc Hoang Luong and Anton Bouter and Marjolein C. {van der Meer} and Yury Niatsetski and Cees Witteveen and Arjan Bel and Tanja Alderliesten and Peter A. N. Bosman}, title = {Efficient, Effective, and Insightful Tackling of the High-dose-rate Brachytherapy Treatment Planning Problem for Prostate Cancer Using Evolutionary Multi-objective Optimization Algorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1372--1379}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3067695.3082491}, doi = {10.1145/3067695.3082491}, acmid = {3082491}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {brachytherapy, cancer treatment planning, linkage learning, multi-objective optimization, partial evaluation, radiotherapy}, month = {15-19 July}, notes = {Also known as \cite{Luong:2017:EEI:3067695.3082491} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Castillo:2017:GECCO, author = {Joel Chac\'{o}n Castillo and Carlos Segura and Arturo Hern\'{a}ndez Aguirre and Gara Miranda and Coromoto Le\'{o}n}, title = {A Multi-objective Decomposition-based Evolutionary Algorithm with Enhanced Variable Space Diversity Control}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1565--1571}, size = {7 pages}, url = {http://doi.acm.org/10.1145/3067695.3082527}, doi = {10.1145/3067695.3082527}, acmid = {3082527}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {decomposition, diversity, multi-objective, optimization}, month = {15-19 July}, notes = {Also known as \cite{Castillo:2017:MDE:3067695.3082527} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Schwaab:2017:GECCO, author = {Jonas Schwaab and Kalyanmoy Deb and Erik Goodman and Sven Lautenbach and Maarten {van Strien} and Adrienne Gr\v{e}t-Regamey}, title = {Short Versus Long-term Urban Planning Using Multi-objective Optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {305--306}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076101}, doi = {10.1145/3067695.3076101}, acmid = {3076101}, publisher = {ACM}, publisher_address = {New York, NY, USA}, month = {15-19 July}, notes = {Also known as \cite{Schwaab:2017:SVL:3067695.3076101} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Amorim:2017:GECCO, author = {Flaviana Moreira S. Amorim and M\'{a}rcio {da Silva Arantes} and Claudio Fabiano Motta Toledo and Pierre Eric Frisch and Jesimar {da Silva Arantes} and Bernardo Almada-Lobo}, title = {Genetic Algorithms Approaches for the Production Planning in the Glass Container Industry}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {261--262}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076071}, doi = {10.1145/3067695.3076071}, acmid = {3076071}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithm, glass container industry, mathematical modeling, meta-heuristics, production planning}, month = {15-19 July}, notes = {Also known as \cite{Amorim:2017:GAA:3067695.3076071} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Abdelkarim:2017:GECCO, author = {Chedi Abdelkarim and Lilia Rejeb and Lamjed Ben Said and Maha Elarbi}, title = {Evidential Learning Classifier System}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {123--124}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075997}, doi = {10.1145/3067695.3075997}, acmid = {3075997}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {belief function theory, classification, learning classifier systems, machine learning, uncertainty}, month = {15-19 July}, notes = {Also known as \cite{Abdelkarim:2017:ELC:3067695.3075997} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Sadowski:2017:GECCO, author = {Krzysztof L. Sadowski and Marjolein C. {van der Meer} and Ngoc Hoang Luong and Tanja Alderliesten and Dirk Thierens and Rob {van der Laarse} and Yury Niatsetski and Arjan Bel and Peter A. N. Bosman}, title = {Exploring Trade-offs Between Target Coverage, Healthy Tissue Sparing, and the Placement of Catheters in HDR Brachytherapy for Prostate Cancer Using a Novel Multi-objective Model-based Mixed-integer Evolutionary Algorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1224--1231}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071311}, doi = {10.1145/3071178.3071311}, acmid = {3071311}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {empirical study, genetic algorithms, medicine, multi-objective optimization}, month = {15-19 July}, notes = {Also known as \cite{Sadowski:2017:ETT:3071178.3071311} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{daSilvaArantes:2017:GECCO, author = {Jesimar {da Silva Arantes} and M\'{a}rcio {da Silva Arantes} and Claudio Fabiano Motta Toledo and Onofre Trindade J\'{u}nior and Brian C. Williams}, title = {An Embedded System Architecture Based on Genetic Algorithms for Mission and Safety Planning with UAV}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {1049--1056}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071302}, doi = {10.1145/3071178.3071302}, acmid = {3071302}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {embedded system, evolutionary computation, path planning, unmanned aerial vehicles}, month = {15-19 July}, notes = {Also known as \cite{daSilvaArantes:2017:ESA:3071178.3071302} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chabin:2017:GECCO, author = {T. Chabin and M. Barnab{\'e} and N. Boukhelifa and F. Fonseca and A. Tonda and H. Velly and N. Perrot and E. Lutton}, title = {Interactive Evolutionary Modelling of Living Complex Food Systems: Freeze-drying of Lactic Acid Bacteria}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {267--268}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3075992}, doi = {10.1145/3067695.3075992}, acmid = {3075992}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {complex systems, interactive modelling, lactic acid bacteria, living food system, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Chabin:2017:IEM:3067695.3075992} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Faraj:2017:GECCO, author = {Marcelo Fonseca Faraj and Jo\~{a}o Fernando Machry Sarubbi and Cristiano Maciel {da Silva} and Fl\'{a}vio Vin\'{\i}cius Cruzeiro Martins}, title = {A Hybrid Genetic Algorithm for Deploying RSUs in VANETs Based on Inter-contact Time}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {193--194}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076032}, doi = {10.1145/3067695.3076032}, acmid = {3076032}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {VANET, deployment, genetic algorithm, memetic algorithm}, month = {15-19 July}, notes = {Also known as \cite{Faraj:2017:HGA:3067695.3076032} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Chen:2017:GECCOc, author = {Hao. Chen and Chun. Du and Jun. Li and Ning. Jing and Lingfeng. Wang}, title = {An Approach of Satellite Periodic Continuous Observation Task Scheduling Based on Evolutionary Computation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {15--16}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3082033}, doi = {10.1145/3067695.3082033}, acmid = {3082033}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithm, multiobjective optimization, satellite periodic continuous observation, task scheduling}, month = {15-19 July}, notes = {Also known as \cite{Chen:2017:ASP:3067695.3082033} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Ponsich:2017:GECCO, author = {Antonin Ponsich and Eric A. Rinc\'{o}n Garc\'{\i}a and Rom\'{a}n A. Mora Guti{\'e}rrez and Sergio G. de-los-Cobos Silva and Miguel A. Guti{\'e}rrez Andrade and Pedro Lara Vel\'{a}zquez}, title = {Solving Electoral Zone Design Problems with NSGA-II: Application to Redistricting in Mexico}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {159--160}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076103}, doi = {10.1145/3067695.3076103}, acmid = {3076103}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {NSGA-II, multi-objective optimization, zone design problem}, month = {15-19 July}, notes = {Also known as \cite{Ponsich:2017:SEZ:3067695.3076103} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Hauder:2017:GECCO, author = {Viktoria A. Hauder and Andreas Beham and Stefan Wagner and Michael Affenzeller}, title = {Optimization Networks for Real-world Production and Logistics Problems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1411--1414}, size = {4 pages}, url = {http://doi.acm.org/10.1145/3067695.3092959}, doi = {10.1145/3067695.3092959}, acmid = {3092959}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {evolutionary algorithms, opportunity costs, optimization networks, production and logistics problem models, synergy effects}, month = {15-19 July}, notes = {Also known as \cite{Hauder:2017:ONR:3067695.3092959} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Vanneschi:2017:GECCO, author = {Leonardo Vanneschi and Mauro Castelli and Luca Manzoni and Krzysztof Krawiec and Alberto Moraglio and Sara Silva and Ivo Gon\c{c}alves}, title = {PSXO: Population-wide Semantic Crossover}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {257--258}, size = {2 pages}, url = {http://doi.acm.org/10.1145/3067695.3076003}, doi = {10.1145/3067695.3076003}, acmid = {3076003}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {inverse matrix, population-wide crossover, real-life problems, semantics}, month = {15-19 July}, notes = {Also known as \cite{Vanneschi:2017:PPS:3067695.3076003} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Aubert-Kato:2017:GECCO, author = {Nathanael Aubert-Kato and Charles Fosseprez and Guillaume Gines and Ibuki Kawamata and Huy Dinh and Leo Cazenille and Andre Estevez-Tores and Masami Hagiya and Yannick Rondelez and Nicolas Bredeche}, title = {Evolutionary Optimization of Self-assembly in a Swarm of Bio-micro-robots}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4920-8}, address = {Berlin, Germany}, pages = {59--66}, size = {8 pages}, url = {http://doi.acm.org/10.1145/3071178.3071289}, doi = {10.1145/3071178.3071289}, acmid = {3071289}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {bio-micro-robots, collective behavior, evolutionary robotics, molecular programming, sef-repair, self-assembly, swarm robotics}, month = {15-19 July}, notes = {Also known as \cite{Aubert-Kato:2017:EOS:3071178.3071289} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Affenzeller:2017:GECCO, author = {Michael Affenzeller and Stephan M. Winkler and Bogdan Burlacu and Gabriel Kronberger and Michael Kommenda and Stefan Wagner}, title = {Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP Variants}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1553--1558}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082530}, doi = {10.1145/3067695.3082530}, acmid = {3082530}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {genetic algorithms, genetic programming, genetic and phenotypic diversity, offspring selection, population dynamics, symbolic regression}, month = {15-19 July}, notes = {Also known as \cite{Affenzeller:2017:DOG:3067695.3082530} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, } @inproceedings{Karder:2017:GECCO, author = {Johannes Karder and Stefan Wagner and Andreas Beham and Michael Kommenda and Michael Affenzeller}, title = {Towards the Design and Implementation of Optimization Networks in HeuristicLab}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}, series = {GECCO '17}, year = {2017}, isbn13 = {978-1-4503-4939-0}, address = {Berlin, Germany}, pages = {1209--1214}, size = {6 pages}, url = {http://doi.acm.org/10.1145/3067695.3082475}, doi = {10.1145/3067695.3082475}, acmid = {3082475}, publisher = {ACM}, publisher_address = {New York, NY, USA}, keywords = {HeuristicLab, algorithm, architecture, design, implementation, meta-heuristic, network, optimization}, month = {15-19 July}, notes = {Also known as \cite{Karder:2017:TDI:3067695.3082475} GECCO-2017 A Recombination of the 26th International Conference on Genetic Algorithms (ICGA-2017) and the 22nd Annual Genetic Programming Conference (GP-2017)}, }