Population Exploration on Genotype Networks in Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Hu:2014:PPSN,
  author =       "Ting Hu and Wolfgang Banzhaf and Jason Moore",
  title =        "Population Exploration on Genotype Networks in Genetic
                 Programming",
  booktitle =    "13th International Conference on Parallel Problem
                 Solving from Nature",
  year =         "2014",
  editor =       "Thomas Bartz-Beielstein and Juergen Branke and 
                 Bogdan Filipic and Jim Smith",
  publisher =    "Springer",
  isbn13 =       "978-3-319-10761-5",
  pages =        "424--333",
  series =       "Lecture Notes in Computer Science",
  address =      "Ljubljana, Slovenia",
  month =        "13-17 " # sep,
  volume =       "8672",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1007/978-3-319-10762-2_42",
  abstract =     "Redundant genotype-to-phenotype mappings are pervasive
                 in evolutionary computation. Such redundancy allows
                 populations to expand in neutral genotypic regions
                 where mutations to a genotype do not alter the
                 phenotypic outcome. Genotype networks have been
                 proposed as a useful framework to characterise the
                 distribution of neutrality among genotypes and
                 phenotypes. In this study, we examine a simple Genetic
                 Programming model that has a finite and compact
                 genotype space by characterising its genotype networks.
                 We study the topology of individual genotype networks
                 underlying unique phenotypes, investigate the genotypic
                 properties as vertices in genotype networks, and
                 discuss the correlation of these network properties
                 with robustness and evolvability. Using GP simulations
                 of a population, we demonstrate how an evolutionary
                 population diffuses on genotype networks.",
  notes =        "http://ppsn2014.ijs.si/",
}

Genetic Programming entries for Ting Hu Wolfgang Banzhaf Jason H Moore

Citations