Hyper-heuristics, grammatical evolution and the capacitated vehicle routing problem

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Marshall:2014:GECCOcomp,

• author = "Richard J. Marshall and Mark Johnston and Mengjie Zhang",
• title = "Hyper-heuristics, grammatical evolution and the capacitated vehicle routing problem",
• booktitle = "GECCO Comp '14: Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion",
• year = "2014",
• editor = "Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. {Montes de Oca} and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges",
• isbn13 = "978-1-4503-2881-4",
• keywords = "genetic algorithms, genetic programming, grammatical evolution, evolutionary combinatorial optimization and metaheuristics: Poster",
• pages = "71--72",
• month = "12-16 " # jul,
• organisation = "SIGEVO",
• address = "Vancouver, BC, Canada",
• URL = "http://doi.acm.org/10.1145/2598394.2598407",
• DOI = "doi:10.1145/2598394.2598407",
• publisher = "ACM",
• publisher_address = "New York, NY, USA",
• abstract = "A common problem when applying heuristics is that they often perform well on some problem instances, but poorly on others. We develop a hyper-heuristic approach, using Grammatical Evolution (GE), to generate heuristics for the Vehicle Routing Problem (VRP). Through a series of experiments we develop an approach that leads to solutions of acceptable quality to Vehicle Routing Problem instances with only limited prior knowledge of the problem to be solved.",
• notes = "Also known as \cite{2598407} Distributed at GECCO-2014.",

}

Genetic Programming entries for Richard J Marshall Mark Johnston Mengjie Zhang

Citations