ME-CGP: Multi Expression Cartesian Genetic Programming

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@InProceedings{Cattani:2010:cec,
  author =       "Phil T. Cattani and Colin G. Johnson",
  title =        "ME-CGP: Multi Expression Cartesian Genetic
                 Programming",
  booktitle =    "IEEE Congress on Evolutionary Computation (CEC 2010)",
  year =         "2010",
  address =      "Barcelona, Spain",
  month =        "18-23 " # jul,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, Cartesian
                 Genetic Programming",
  isbn13 =       "978-1-4244-6910-9",
  abstract =     "Cartesian Genetic Programming (CGP) is a form of
                 Genetic Programming that uses directed graphs to
                 represent programs. In this paper we propose a way of
                 structuring a CGP algorithm to make use of the multiple
                 phenotypes which are implicitly encoded in a genome
                 string. We show that this leads to a large increase in
                 efficiency compared with standard CGP where genomes are
                 translated into only one phenotype. We call this method
                 Multi Expression CGP (ME-CGP), based on Mihai Oltean's
                 work on Multi Expression Programming using linear GP.",
  DOI =          "doi:10.1109/CEC.2010.5586478",
  notes =        "WCCI 2010. Also known as \cite{5586478}",
}

Genetic Programming entries for Philip T Cattani Colin G Johnson

Citations