Genetic Programming Bibliography entries for Erik Hemberg

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GP coauthors/coeditors: Jonathan Byrne, Michael O'Neill, Anthony Brabazon, Michael Fenton, James McDermott, Elizabeth Shotton, Ciaran Nally, David Fagan, Miguel Nicolau, Sean McGarraghy, Ciaran McNally, Stefan Forstenlechner, Steven B Fine, Krzysztof Krawiec, Una-May O'Reilly, Dennis Garcia, Anthony Erb Lugo, Robert Gold, Andrew Haydn Grant, Chathika S Gunaratne, Henrique Branquinho, Pablo Garcia-Sanchez, Conor Gilligan, Nicholas Freitag McPhee, Lester T W Ho, Holger Claussen, Kalyan Veeramachaneni, Constantin Berzan, Holger Clausssen, Jacob B Rosen, Geoff Warner, Sanith Wijesinghe, Jonathan Kelly, Stephen Moskal, Babak Hodjat, Hormoz Shahrzad, Jonatan Hugosson, Carl Im, Steven P Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, John Mark Swafford, Martin Hemberg, Eoin Murphy, Eliott Bartley, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Mario Alejandro Hevia Fajardo, Per Kristian Lehre, Gisele L Pappa, Markus Wagner, John R Woodward, Daniel R Tauritz, Manuel Lopez-Ibanez, Maxim Buzdalov, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Tea Tusar, Dejan Tusar, Tobias Wagner, Nicole Hoffman, Stephane Doncieux, Joshua E Auerbach, Richard Duro, Harold de Vladar, Jose Santos Reyes, Julia Handl, Amarda Shehu, Stefan Wagner, Michael Affenzeller, Vanessa Volz, Samadhi Nallaperuma, Frank Moore, Gunes Kayacik, Westley Weimer, Justyna Petke, David Robert White, Silvino Fernandez Alzueta Arcelor, Pablo Valledor, Thomas Stuetzle, Kuber Karthik, Masaya Nakata, Shafi Kamran, Giovanni Squillero, Alberto Tonda, Stephen L Smith, Stefano Cagnoni, Robert M Patton, Peter A N Bosman, John A W McCall, David Walker, Richard Everson, Jonathan E Fieldsend, Carola Doerr, Emma Hart, Gabriela Ochoa, Christine Zarges, Nur Zincir-Heywood, Alma Rahat, Handing Wang, Yaochu Jin, Stjepan Picek, Domagoj Jakobovic, Pasquale Salza, Filomena Ferrucci, Dirk Schweim, Dominik Sobania, Franz Rothlauf, Michal Shlapentokh-Rothman, Sabrina Tseng, Jordan M Wick,

Genetic Programming Articles by Erik Hemberg

  1. Erik Hemberg and Stephen Moskal and Una-May O'Reilly. Evolving code with a large language model. Genetic Programming and Evolvable Machines, 25:Article no: 21, 2024. Online first. details

  2. Una-May O'Reilly and Jamal Toutouh and Marcos Pertierra and Daniel Prado Sanchez and Dennis Garcia and Anthony Erb Luogo and Jonathan Kelly and Erik Hemberg. Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters. Genetic Programming and Evolvable Machines, 21(1-2):219-250, 2020. Twentieth Anniversary Issue. details

  3. Erik Hemberg and Jacob B. Rosen and Geoff Warner and Sanith Wijesinghe and Una-May O'Reilly. Detecting tax evasion: a co-evolutionary approach. Artificial Intelligence and Law, 24(2):149-182, 2016. details

  4. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Discrete Planar Truss Optimization by Node Position Variation using Grammatical Evolution. IEEE Transactions on Evolutionary Computation, 20(4):577-589, 2016. details

  5. Michael Fenton and Ciaran McNally and Jonathan Byrne and Erik Hemberg and James McDermott and Michael O'Neill. Automatic innovative truss design using grammatical evolution. Automation in Construction, 39:59-69, 2014. Bronze Humie winner. details

  6. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill. Optimising complex pylon structures with grammatical evolution. Information Sciences, 316:582-597, 2014. details

  7. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. A comparison of grammatical genetic programming grammars for controlling femtocell network coverage. Genetic Programming and Evolvable Machines, 14(1):65-93, 2013. details

  8. Jonathan Byrne and Erik Hemberg and Michael O'Neill and Anthony Brabazon. A methodology for user directed search in evolutionary design. Genetic Programming and Evolvable Machines, 24(3):September, 2013. details

  9. James McDermott and John Mark Swafford and Martin Hemberg and Jonathan Byrne and Erik Hemberg and Michael Fenton and Ciaran McNally and Elizabeth Shotton and Michael O'Neill. An Assessment of String-Rewriting Grammars for Evolutionary Architectural Design. Environment and Planning B, 39(4):713-731, 2012. details

  10. Michael O'Neill and Anthony Brabazon and Erik Hemberg. Tracer spectrum: a visualisation method for distributed evolutionary computation. Genetic Programming and Evolvable Machines, 12(2):161-171, 2011. details

  11. Michael O'Neill and James McDermott and John Mark Swafford and Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Elizabeth Shotton and Ciaran McNally and Martin Hemberg. Evolutionary Design using Grammatical Evolution and Shape Grammars: Designing a Shelter. International Journal of Design Engineering, 3(1):4-24, 2010. details

  12. Jonatan Hugosson and Erik Hemberg and Anthony Brabazon and Michael O'Neill. Genotype representations in grammatical evolution. Applied Soft Computing, 10(1):36-43, 2010. details

  13. Michael O'Neill and Erik Hemberg and Conor Gilligan and Eliott Bartley and James McDermott and Anthony Brabazon. GEVA: Grammatical Evolution in Java. SIGEVOlution, 3(2):17-22, 2008. details

Genetic Programming PhD doctoral thesis Erik Hemberg

Genetic Programming Conference proceedings edited by Erik Hemberg

Genetic Programming conference papers by Erik Hemberg

  1. Steven Jorgensen and Giorgia Nadizar and Gloria Pietropolli and Luca Manzoni and Eric Medvet and Una-May O'Reilly and Erik Hemberg. Large Language Model-based Test Case Generation for GP Agents. In Ting Hu and Aniko Ekart and Julia Handl and Xiaodong Li and Markus Wagner and Mario Garza-Fabre and Kate Smith-Miles and Richard Allmendinger and Ying Bi and Grant Dick and Amir H Gandomi and Marcella Scoczynski Ribeiro Martins and Hirad Assimi and Nadarajen Veerapen and Yuan Sun and Mario Andres Munyoz and Ahmed Kheiri and Nguyen Su and Dhananjay Thiruvady and Andy Song and Frank Neumann and Carla Silva editors, Proceedings of the 2024 Genetic and Evolutionary Computation Conference, pages 914-923, Melbourne, Australia, 2024. Association for Computing Machinery. details

  2. Erik Hemberg. Survey of genetic programming and large language models. In Wolfgang Banzhaf and Ting Hu and Alexander Lalejini and Stephan Winkler editors, Genetic Programming Theory and Practice XXI, University of Michigan, USA, 2024. details

  3. Una-May O'Reilly and Erik Hemberg. Genetic Programming: A Tutorial Introduction. In Sara Silva and Luis Paquete and Leonardo Vanneschi and Nuno Lourenco and Ales Zamuda and Ahmed Kheiri and Arnaud Liefooghe and Bing Xue and Ying Bi and Nelishia Pillay and Irene Moser and Arthur Guijt and Jessica Catarino and Pablo Garcia-Sanchez and Leonardo Trujillo and Carla Silva and Nadarajen Veerapen editors, Proceedings of the 2023 Genetic and Evolutionary Computation Conference, pages 1026-1036, Lisbon, Portugal, 2023. Association for Computing Machinery. details

  4. Mario Hevia Fajardo and Per Kristian Lehre and Jamal Toutouh and Erik Hemberg and Una-May O'Reilly. Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology. In Stephan Winkler and Leonardo Trujillo and Charles Ofria and Ting Hu editors, Genetic Programming Theory and Practice XX, pages 19-44, Michigan State University, USA, 2023. Springer. details

  5. Robert Gold and Henrique Branquinho and Erik Hemberg and Una-May O'Reilly and Pablo Garcia-Sanchez. Genetic Programming and Coevolution to Play the Bomberman Video Game. In Joao Correia and Stephen Smith and Raneem Qaddoura editors, 26th International Conference, EvoApplications 2023, volume 13989, pages 765-779, Brno, Czech Republic, 2023. Springer Verlag. details

  6. Robert Gold and Andrew Haydn Grant and Erik Hemberg and Chathika Gunaratne and Una-May O'Reilly. GUI-Based, Efficient Genetic Programming For Unity3D. In Heike Trautmann and Carola Doerr and Alberto Moraglio and Thomas Bartz-Beielstein and Bogdan Filipic and Marcus Gallagher and Yew-Soon Ong and Abhishek Gupta and Anna V Kononova and Hao Wang and Michael Emmerich and Peter A. N. Bosman and Daniela Zaharie and Fabio Caraffini and Johann Dreo and Anne Auger and Konstantin Dietric and Paul Dufosse and Tobias Glasmachers and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Tea Tusar and Dimo Brockhoff and Tome Eftimov and Pascal Kerschke and Boris Naujoks and Mike Preuss and Vanessa Volz and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Mark Coletti and Catherine (Katie) Schuman and Eric ``Siggy'' Scott and Robert Patton and Paul Wiegand and Jeffrey K. Bassett and Chathika Gunaratne and Tinkle Chugh and Richard Allmendinger and Jussi Hakanen and Daniel Tauritz and John Woodward and Manuel Lopez-Ibanez and John McCall and Jaume Bacardit and Alexander Brownlee and Stefano Cagnoni and Giovanni Iacca and David Walker and Jamal Toutouh and UnaMay O'Reilly and Penousal Machado and Joao Correia and Sergio Nesmachnow and Josu Ceberio and Rafael Villanueva and Ignacio Hidalgo and Francisco Fernandez de Vega and Giuseppe Paolo and Alex Coninx and Antoine Cully and Adam Gaier and Stefan Wagner and Michael Affenzeller and Bobby R. Bruce and Vesna Nowack and Aymeric Blot and Emily Winter and William B. Langdon and Justyna Petke and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Paetzel and Alexander Wagner and Michael Heider and Nadarajen Veerapen and Katherine Malan and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Mohammad Nabi Omidvar and Yuan Sun and Ernesto Tarantino and De Falco Ivanoe and Antonio Della Cioppa and Scafuri Umberto and John Rieffel and Jean-Baptiste Mouret and Stephane Doncieux and Stefanos Nikolaidis and Julian Togelius and Matthew C. Fontaine and Serban Georgescu and Francisco Chicano and Darrell Whitley and Oleksandr Kyriienko and Denny Dahl and Ofer Shir and Lee Spector and Alma Rahat and Richard Everson and Jonathan Fieldsend and Handing Wang and Yaochu Jin and Erik Hemberg and Marwa A. Elsayed and Michael Kommenda and William La Cava and Gabriel Kronberger and Steven Gustafson editors, Proceedings of the 2022 Genetic and Evolutionary Computation Conference Companion, pages 2310-2313, Boston, USA, 2022. Association for Computing Machinery. details

  7. Robert Gold and Andrew Haydn Grant and Erik Hemberg and Chathika Gunaratne and Una-May O'Reilly. GUI-Based, Efficient Genetic Programming and AI Planning for Unity3D. In Leonardo Trujillo and Stephan M. Winkler and Sara Silva and Wolfgang Banzhaf editors, Genetic Programming Theory and Practice XIX, pages 57-79, Ann Arbor, USA, 2022. Springer. details

  8. Sabrina Tseng and Erik Hemberg and Una-May O'Reilly. Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking. In Eric Medvet and Gisele Pappa and Bing Xue editors, EuroGP 2022: Proceedings of the 25th European Conference on Genetic Programming, volume 13223, pages 197-211, Madrid, Spain, 2022. Springer Verlag. details

  9. Dirk Schweim and Erik Hemberg and Dominik Sobania and Una-May O'Reilly. Exploiting Knowledge from Code to Guide Program Search. In Eric Medvet and Gisele Pappa and Bing Xue editors, EuroGP 2022: Proceedings of the 25th European Conference on Genetic Programming, volume 13223, pages 262-277, Madrid, Spain, 2022. Springer Verlag. details

  10. Una-May O'Reilly and Erik Hemberg. GUI-Based, Efficient Genetic Programming For Unity3D. In Leonardo Trujillo and Stephan M. Winkler and Sara Silva and Wolfgang Banzhaf editors, Genetic Programming Theory and Practice XIX, Ann Arbor, USA, 2022. details

  11. Jordan Wick and Erik Hemberg and Una-May O'Reilly. Getting a Head Start on Program Synthesis with Genetic Programming. In Ting Hu and Nuno Lourenco and Eric Medvet editors, EuroGP 2021: Proceedings of the 24th European Conference on Genetic Programming, volume 12691, pages 263-279, Virtual Event, 2021. Springer Verlag. details

  12. Dirk Schweim and Erik Hemberg and Dominik Sobania and Una-May O'Reilly and Franz Rothlauf. Using Knowledge of Human-Generated Code to Bias the Search in Program Synthesis with Grammatical Evolution. In Francisco Chicano and Alberto Tonda and Krzysztof Krawiec and Marde Helbig and Christopher W. Cleghorn and Dennis G. Wilson and Georgios Yannakakis and Luis Paquete and Gabriela Ochoa and Jaume Bacardit and Christian Gagne and Sanaz Mostaghim and Laetitia Jourdan and Oliver Schuetze and Petr Posik and Carlos Segura and Renato Tinos and Carlos Cotta and Malcolm Heywood and Mengjie Zhang and Leonardo Trujillo and Risto Miikkulainen and Bing Xue and Aneta Neumann and Richard Allmendinger and Fuyuki Ishikawa and Inmaculada Medina-Bulo and Frank Neumann and Andrew M. Sutton editors, Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, pages 331-332, internet, 2021. Association for Computing Machinery. details

  13. Una-May O'Reilly and Erik Hemberg. Genetic Programming A Tutorial Introduction. In Francisco Chicano and Alberto Tonda and Krzysztof Krawiec and Marde Helbig and Christopher W. Cleghorn and Dennis G. Wilson and Georgios Yannakakis and Luis Paquete and Gabriela Ochoa and Jaume Bacardit and Christian Gagne and Sanaz Mostaghim and Laetitia Jourdan and Oliver Schuetze and Petr Posik and Carlos Segura and Renato Tinos and Carlos Cotta and Malcolm Heywood and Mengjie Zhang and Leonardo Trujillo and Risto Miikkulainen and Bing Xue and Aneta Neumann and Richard Allmendinger and Fuyuki Ishikawa and Inmaculada Medina-Bulo and Frank Neumann and Andrew M. Sutton editors, Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, pages 443-453, internet, 2021. Association for Computing Machinery. Tutorial. details

  14. Michal Shlapentokh-Rothman and Erik Hemberg and Una-May O'Reilly. Securing the Software Defined Perimeter with Evolutionary Co-Optimization. In Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William La Cava and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe De Falco and Antonio Della Cioppa and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik editors, Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pages 1528-1536, internet, 2020. Association for Computing Machinery. details

  15. Una-May O'Reilly and Erik Hemberg. Genetic Programming: A Tutorial Introduction. In Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William La Cava and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe De Falco and Antonio Della Cioppa and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik editors, Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pages 512-525, internet, 2020. Association for Computing Machinery. Tutorial. details

  16. Una-May O'Reilly and Erik Hemberg. Introduction to genetic programming. In Richard Allmendinger and Carlos Cotta and Carola Doerr and Pietro S. Oliveto and Thomas Weise and Ales Zamuda and Anne Auger and Dimo Brockhoff and Nikolaus Hansen and Tea Tusar and Konstantinos Varelas and David Camacho-Fernandez and Massimiliano Vasile and Annalisa Riccardi and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Ozgur Akman and Khulood Alyahya and Juergen Branke and Jonathan Fieldsend and Tinkle Chugh and Jussi Hakanen and Josu Ceberio Uribe and Valentino Santucci and Marco Baioletti and John McCall and Emma Hart and Daniel R. Tauritz and John R. Woodward and Koichi Nakayama and Chika Oshima and Stefan Wagner and Michael Affenzeller and Eneko Osaba and Javier Del Ser and Pascal Kerschke and Boris Naujoks and Vanessa Volz and Anna I Esparcia-Alcazar and Riyad Alshammari and Erik Hemberg and Tokunbo Makanju and Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Walker and Matt Johns and Nick Ross and Ed Keedwell and Masaya Nakata and Anthony Stein and Takato Tatsumi and Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Stephen Smith and Stefano Cagnoni and Robert M. Patton and William La Cava and Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Marcus Gallagher and Mike Preuss and Olivier Teytaud and Fernando Lezama and Joao Soares and Zita Vale editors, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 710-725, Prague, Czech Republic, 2019. ACM. Tutorial. details

  17. Jonathan Kelly and Erik Hemberg and Una-May O'Reilly. Improving Genetic Programming with Novel Exploration - Exploitation Control. In Lukas Sekanina and Ting Hu and Nuno Lourenco editors, EuroGP 2019: Proceedings of the 22nd European Conference on Genetic Programming, volume 11451, pages 64-80, Leipzig, Germany, 2019. Springer Verlag. details

  18. Carl Im and Erik Hemberg. On the use of context sensitive grammars in grammatical evolution for legal non-compliance detection. In Richard Allmendinger and Carlos Cotta and Carola Doerr and Pietro S. Oliveto and Thomas Weise and Ales Zamuda and Anne Auger and Dimo Brockhoff and Nikolaus Hansen and Tea Tusar and Konstantinos Varelas and David Camacho-Fernandez and Massimiliano Vasile and Annalisa Riccardi and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Ozgur Akman and Khulood Alyahya and Juergen Branke and Jonathan Fieldsend and Tinkle Chugh and Jussi Hakanen and Josu Ceberio Uribe and Valentino Santucci and Marco Baioletti and John McCall and Emma Hart and Daniel R. Tauritz and John R. Woodward and Koichi Nakayama and Chika Oshima and Stefan Wagner and Michael Affenzeller and Eneko Osaba and Javier Del Ser and Pascal Kerschke and Boris Naujoks and Vanessa Volz and Anna I Esparcia-Alcazar and Riyad Alshammari and Erik Hemberg and Tokunbo Makanju and Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and Silvino Fernandez Alzueta and Pablo Valledor Pellicer and Thomas Stuetzle and David Walker and Matt Johns and Nick Ross and Ed Keedwell and Masaya Nakata and Anthony Stein and Takato Tatsumi and Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and Gabriela Ochoa and Stephen Smith and Stefano Cagnoni and Robert M. Patton and William La Cava and Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Marcus Gallagher and Mike Preuss and Olivier Teytaud and Fernando Lezama and Joao Soares and Zita Vale editors, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 371-372, Prague, Czech Republic, 2019. ACM. details

  19. Erik Hemberg and Jonathan Kelly and Una-May O'Reilly. On domain knowledge and novelty to improve program synthesis performance with grammatical evolution. In Manuel Lopez-Ibanez and Thomas Stuetzle and Anne Auger and Petr Posik and Leslie Peprez Caceres and Andrew M. Sutton and Nadarajen Veerapen and Christine Solnon and Andries Engelbrecht and Stephane Doncieux and Sebastian Risi and Penousal Machado and Vanessa Volz and Christian Blum and Francisco Chicano and Bing Xue and Jean-Baptiste Mouret and Arnaud Liefooghe and Jonathan Fieldsend and Jose Antonio Lozano and Dirk Arnold and Gabriela Ochoa and Tian-Li Yu and Holger Hoos and Yaochu Jin and Ting Hu and Miguel Nicolau and Robin Purshouse and Thomas Baeck and Justyna Petke and Giuliano Antoniol and Johannes Lengler and Per Kristian Lehre editors, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference, pages 1039-1046, Prague, Czech Republic, 2019. ACM. details

  20. Pasquale Salza and Erik Hemberg and Filomena Ferrucci and Una-May O'Reilly. cCube: A Cloud Microservices Architecture for Evolutionary Machine Learning Classification. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 137-138, Berlin, Germany, 2017. ACM. details

  21. Pasquale Salza and Erik Hemberg and Filomena Ferrucci and Una-May O'Reilly. Towards Evolutionary Machine Learning Comparison, Competition, and Collaboration with a Multi-cloud Platform. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1263-1270, Berlin, Germany, 2017. ACM. details

  22. Stjepan Picek and Erik Hemberg and Domagoj Jakobovic and Una-May O'Reilly. One-Class Classification of Low Volume DoS Attacks with Genetic Programming. In Wolfgang Banzhaf and Randal S. Olson and William Tozier and Rick Riolo editors, Genetic Programming Theory and Practice XV, pages 149-168, University of Michigan in Ann Arbor, USA, 2017. Springer. details

  23. Anthony Erb Lugo and Dennis Garcia and Erik Hemberg and Una-May O'Reilly. Developing Proactive Defenses for Computer Networks with Coevolutionary Genetic Algorithms. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 273-274, Berlin, Germany, 2017. ACM. details

  24. Dennis Garcia and Anthony Erb Lugo and Erik Hemberg and Una-May O'Reilly. Investigating Coevolutionary Archive Based Genetic Algorithms on Cyber Defense Networks. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1455-1462, Berlin, Germany, 2017. ACM. details

  25. Steven B. Fine and Erik Hemberg and Krzysztof Krawiec and Una-May O'Reilly. Exploiting Subprograms in Genetic Programming. In Wolfgang Banzhaf and Randal S. Olson and William Tozier and Rick Riolo editors, Genetic Programming Theory and Practice XV, pages 1-16, University of Michigan in Ann Arbor, USA, 2017. Springer. details

  26. Michael Fenton and James McDermott and David Fagan and Stefan Forstenlechner and Erik Hemberg and Michael O'Neill. PonyGE2: Grammatical Evolution in Python. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1194-1201, Berlin, Germany, 2017. ACM. details

  27. Erik Hemberg and Jacob Rosen and Una-May O'Reilly. Investigating Multi population Competetive Coevolution for Anticipating of Tax Evasion. In Rick Riolo and Bill Worzel and Brian Goldman and Bill Tozier editors, Genetic Programming Theory and Practice XIV, pages 35-51, Ann Arbor, USA, 2016. Springer. details

  28. Erik Hemberg and Jacob Rosen and Geoff Warner and Sanith Wijesinghe and Una-May O'Reilly. Tax Non-compliance Detection Using Co-evolution of Tax Evasion Risk and Audit Likelihood. In Katie Atkinson and Ted Sichelman editors, Proceedings of the 15th International Conference on Artificial Intelligence and Law, ICAIL-2015, pages 79-88, San Diego, USA, 2015. ACM. details

  29. David Fagan and Erik Hemberg and Michael O'Neill and Sean McGarraghy. Understanding Expansion Order and Phenotypic Connectivity in piGE. In Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu editors, Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, volume 7831, pages 37-48, Vienna, Austria, 2013. Springer Verlag. details

  30. Erik Hemberg and Kalyan Veeramachaneni and Constantin Berzan and Una-May O'Reilly. Introducing Graphical Models to Analyze Genetic Programming Dynamics. In Frank Neumann and Kenneth De Jong editors, Foundations of Genetic Algorithms, pages 75-86, Adelaide, Australia, 2013. ACM. details

  31. Eoin Murphy and Erik Hemberg and Miguel Nicolau and Michael O'Neill and Anthony Brabazon. Grammar Bias and Initialisation in Grammar Based Genetic Programming. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 85-96, Malaga, Spain, 2012. Springer Verlag. details

  32. John Mark Swafford and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Analyzing Module Usage in Grammatical Evolution. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 347-356, Taormina, Italy, 2012. Springer. details

  33. Eoin Murphy and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Differential Gene Expression with Tree-Adjunct Grammars. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 1), volume 7491, pages 377-386, Taormina, Italy, 2012. Springer. details

  34. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. Evolving Femtocell Algorithms with Dynamic \& Stationary Training Scenarios. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature, PPSN XII (part 2), volume 7492, pages 518-527, Taormina, Italy, 2012. Springer. details

  35. John Swafford and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Comparing methods for module identification in grammatical evolution. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 823-830, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  36. Erik Hemberg and Kalyan Veeramachaneni and Una-May O'Reilly. Graphical models and what they reveal about GP when it solves a symbolic regression problem. In Steven Gustafson and Ekaterina Vladislavleva editors, GECCO 2012 Symbolic regression and modeling workshop, pages 493-494, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  37. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Clausssen. Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1525-1526, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  38. Erik Hemberg and Kalyan Veeramachaneni and James McDermott and Constantin Berzan and Una-May O'Reilly. An investigation of local patterns for estimation of distribution genetic programming. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, pages 767-774, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  39. David Fagan and Erik Hemberg and Michael O'Neill and Sean McGarraghy. Fitness Reactive Mutation in Grammatical Evolution. In Radomil Matousek editor, 18th International Conference on Soft Computing, MENDEL 2012, pages 144-149, Brno, Czech Republic, 2012. Brno University of Technology. details

  40. David Fagan and Erik Hemberg and Miguel Nicolau and Michael O'Neill and Sean McGarraghy. Towards adaptive mutation in grammatical evolution. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1481-1482, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  41. Jonathan Byrne and Erik Hemberg and Anthony Brabazon and Michael O'Neill. A Local Search Interface for Interactive Evolutionary Architectural Design. In Penousal Machado and Juan Romero and Adrian Carballal editors, Proceedings of the 1st International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012, volume 7247, pages 23-34, Malaga, Spain, 2012. Springer Verlag. details

  42. David Fagan and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon and Sean McGarraghy. Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. In Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado editors, Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, volume 6621, pages 286-297, Turin, Italy, 2011. Springer Verlag. details

  43. Jonathan Byrne and Michael Fenton and Erik Hemberg and James McDermott and Michael O'Neill and Elizabeth Shotton and Ciaran Nally. Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. In Cecilia Di Chio and Anthony Brabazon and Gianni Di Caro and Rolf Drechsler and Marc Ebner and Muddassar Farooq and Joern Grahl and Gary Greenfield and Christian Prins and Juan Romero and Giovanni Squillero and Ernesto Tarantino and Andrea G. B. Tettamanzi and Neil Urquhart and A. Sima Uyar editors, Applications of Evolutionary Computing, EvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, EvoTRANSLOG, volume 6625, pages 204-213, Turin, Italy, 2011. Springer Verlag. details

  44. John Mark Swafford and Erik Hemberg and Michael O'Neill and Miguel Nicolau and Anthony Brabazon. A non-destructive grammar modification approach to modularity in grammatical evolution. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation, pages 1411-1418, Dublin, Ireland, 2011. ACM. details

  45. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. A symbolic regression approach to manage femtocell coverage using grammatical genetic programming. In Steven Gustafson and Ekaterina Vladislavleva editors, 3rd symbolic regression and modeling workshop for GECCO 2011, pages 639-646, Dublin, Ireland, 2011. ACM. details

  46. David Fagan and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon. Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 183-184, Dublin, Ireland, 2011. ACM. details

  47. Jonathan Byrne and Erik Hemberg and Michael O'Neill. Interactive operators for evolutionary architectural design. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 43-44, Dublin, Ireland, 2011. ACM. details

  48. Erik Hemberg and Michael O'Neill and Anthony Brabazon. An investigation into automatically defined function representations in Grammatical Evolution. In R. Matousek and L. Nolle editors, 15th International Conference on Soft Computing, Mendel'09, Brno, Czech Republic, 2009. details

  49. Erik Hemberg. An exploration of learning and grammars in grammatical evolution. In Anna I. Esparcia and Ying-ping Chen and Gabriela Ochoa and Ender Ozcan and Marc Schoenauer and Anne Auger and Hans-Georg Beyer and Nikolaus Hansen and Steffen Finck and Raymond Ros and Darrell Whitley and Garnett Wilson and Simon Harding and W. B. Langdon and Man Leung Wong and Laurence D. Merkle and Frank W. Moore and Sevan G. Ficici and William Rand and Rick Riolo and Nawwaf Kharma and William R. Buckley and Julian Miller and Kenneth Stanley and Jaume Bacardit and Will Browne and Jan Drugowitsch and Nicola Beume and Mike Preuss and Stephen L. Smith and Stefano Cagnoni and Jim DeLeo and Alexandru Floares and Aaron Baughman and Steven Gustafson and Maarten Keijzer and Arthur Kordon and Clare Bates Congdon and Laurence D. Merkle and Frank W. Moore editors, GECCO-2009 Graduate student workshop, pages 2705-2708, Montreal, 2009. ACM. details

  50. Jonathan Byrne and Michael O'Neill and Erik Hemberg and Anthony Brabazon. Analysis of Constant Creation Techniques on the Binomial-3 Problem with Grammatical Evolution. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 568-573, Trondheim, Norway, 2009. IEEE Press. details

  51. Erik Hemberg and Michael O'Neill and Anthony Brabazon. Altering Search Rates of the Meta and Solution Grammars in the mGGA. In Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alcazar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino editors, Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008, volume 4971, pages 362-373, Naples, 2008. Springer. details

  52. Michael O'Neill and Anthony Brabazon and Erik Hemberg. Subtree Deactivation Control with Grammatical Genetic Programming in Dynamic Environments. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3768-3774, Hong Kong, 2008. IEEE Press. details

  53. Erik Hemberg and Michael O'Neill and Anthony Brabazon. Grammatical Bias and Building Blocks in Meta-Grammar Grammatical Evolution. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3775-3782, Hong Kong, 2008. IEEE Press. details

  54. Erik Hemberg and Nic McPhee and Michael O'Neill and Anthony Brabazon. Pre-, In- and Postfix grammars for Symbolic Regression in Grammatical Evolution. In T. M. McGinnity editor, IEEE Workshop and Summer School on Evolutionary Computing, pages 18-22, University of Ulster, Derry, Northern Ireland, 2008. details

  55. Erik Hemberg and Conor Gilligan and Michael O'Neill and Anthony Brabazon. A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms. In Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar editors, Proceedings of the 10th European Conference on Genetic Programming, volume 4445, pages 1-11, Valencia, Spain, 2007. Springer. details

  56. Jonatan Hugosson and Erik Hemberg and Anthony Brabazon and Michael O'Neill. An investigation of the mutation operator using different representations in Grammatical Evolution. In 2nd International Symposium "Advances in Artificial Intelligence and Applications", volume 2, pages 409-419, Wisla, Poland, 2007. details

Genetic Programming book chapters by Erik Hemberg

  1. Una-May O'Reilly and Erik Hemberg. From Biological to Computational Arms Races -- Studying Cyber Security Dynamics. In Wolfgang Banzhaf and Betty H. C. Cheng and Kalyanmoy Deb and Kay E. Holekamp and Richard E. Lenski and Charles Ofria and Robert T. Pennock and William F. Punch and Danielle J. Whittaker editors, Evolution in Action: Past, Present and Future: A Festschrift in Honor of Erik D. Goodman, chapter 27, pages 409-422. Springer, 2020. details

  2. Erik Hemberg and Anthony Erb Lugo and Dennis Garcia and Una-May O'Reilly. Grammatical Evolution with Coevolutionary Algorithms in Cyber Security. In Conor Ryan and Michael O'Neill and J. J. Collins editors, Handbook of Grammatical Evolution, chapter 17, pages 407-431. Springer, 2018. details

  3. Erik Hemberg. Theory of Disruption in GE. In Conor Ryan and Michael O'Neill and J. J. Collins editors, Handbook of Grammatical Evolution, chapter 5, pages 109-135. Springer, 2018. details

  4. Michael Fenton and Jonathan Byrne and Erik Hemberg. Design, Architecture, and Engineering with Grammatical Evolution. In Conor Ryan and Michael O'Neill and J. J. Collins editors, Handbook of Grammatical Evolution, chapter 13, pages 317-339. Springer, 2018. details

  5. Babak Hodjat and Erik Hemberg and Hormoz Shahrzad and Una-May O'Reilly. Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data. In Rick Riolo and Jason H. Moore and Mark Kotanchek editors, Genetic Programming Theory and Practice XI, chapter 4, pages 65-83. Springer, Ann Arbor, USA, 2013. details

  6. Erik Hemberg and Lester Ho and Michael O'Neill and Holger Claussen. Representing Communication and Learning in Femtocell Pilot Power Control Algorithms. In Rick Riolo and Ekaterina Vladislavleva and Marylyn D. Ritchie and Jason H. Moore editors, Genetic Programming Theory and Practice X, chapter 15, pages 223-238. Springer, Ann Arbor, USA, 2012. details

Genetic Programming technical reports by Erik Hemberg

Genetic Programming other entries for Erik Hemberg