Semantic Bias in Program Coevolution

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

@InProceedings{seaton:2013:EuroGP,
  author =       "Tom Seaton and Julian F. Miller and Tim Clarke",
  title =        "Semantic Bias in Program Coevolution",
  booktitle =    "Proceedings of the 16th European Conference on Genetic
                 Programming, EuroGP 2013",
  year =         "2013",
  month =        "3-5 " # apr,
  editor =       "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and 
                 A. Sima Uyar and Bin Hu",
  series =       "LNCS",
  volume =       "7831",
  publisher =    "Springer Verlag",
  address =      "Vienna, Austria",
  pages =        "193--204",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-37206-3",
  DOI =          "doi:10.1007/978-3-642-37207-0_17",
  abstract =     "We investigate two pathological coevolutionary
                 behaviours, disengagement and cycling, in GP systems.
                 An empirical analysis is carried out over constructed
                 GP problems and the Game of Tag, a historical pursuit
                 and evasion task. The effects of semantic bias on the
                 occurrence of pathologies and consequences for
                 performance are examined in a coevolutionary context.
                 We present findings correlating disengagement with
                 semantic locality of the genotype to phenotype map
                 using a minimal competitive coevolutionary algorithm.",
  notes =        "Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in
                 conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013
                 and EvoApplications2013",
}

Genetic Programming entries for Tom Seaton Julian F Miller Tim Clarke

Citations