Investigation of the Performance of Different Mapping Orders for GE on the Max Problem

Created by W.Langdon from gp-bibliography.bib Revision:1.7662

@InProceedings{fagan:2011:EuroGP,

• author = "David Fagan and Miguel Nicolau and Erik Hemberg and Michael O'Neill and Anthony Brabazon and Sean McGarraghy",
• title = "Investigation of the Performance of Different Mapping Orders for GE on the Max Problem",
• booktitle = "Proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011",
• year = "2011",
• month = "27-29 " # apr,
• editor = "Sara Silva and James A. Foster and Miguel Nicolau and Mario Giacobini and Penousal Machado",
• series = "LNCS",
• volume = "6621",
• publisher = "Springer Verlag",
• address = "Turin, Italy",
• pages = "286--297",
• organisation = "EvoStar",
• keywords = "genetic algorithms, genetic programming, Grammatical Evolution: poster",
• isbn13 = "978-3-642-20406-7",
• DOI = "doi:10.1007/978-3-642-20407-4_25",
• abstract = "We present an analysis of how the genotype-phenotype map in Grammatical Evolution (GE) can effect performance on the Max Problem. Earlier studies have demonstrated a performance decrease for Position Independent Grammatical Evolution (pige) in this problem domain. In piGE the genotype-phenotype map is changed so that the evolutionary algorithm controls not only what the next expansion will be but also the choice of what position in the derivation tree is expanded next. In this study we extend previous work and investigate whether the ability to change the order of expansion is responsible for the performance decrease or if the problem is simply that a certain order of expansion in the genotype-phenotype map is responsible. We conclude that the reduction of performance in the Max problem domain by pi GE is rooted in the way the genotype-phenotype map and the genetic operators used with this mapping interact.",
• notes = "Part of \cite{Silva:2011:GP} EuroGP'2011 held in conjunction with EvoCOP2011 EvoBIO2011 and EvoApplications2011",

}

Genetic Programming entries for David Fagan Miguel Nicolau Erik Hemberg Michael O'Neill Anthony Brabazon Sean McGarraghy

Citations