Grammatical Evolution

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  author =       "Michael O'Neill and Conor Ryan",
  title =        "Grammatical Evolution",
  journal =      "IEEE Transactions on Evolutionary Computation",
  year =         "2001",
  volume =       "5",
  number =       "4",
  pages =        "349--358",
  month =        aug,
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, Crossover, Genotype-Phenotype Mapping,
                 Linear Genome, Grammar, automatic programming,
                 computational complexity",
  ISSN =         "1089-778X",
  DOI =          "doi:10.1109/4235.942529",
  size =         "10 pages",
  abstract =     "We present grammatical evolution, an evolutionary
                 algorithm that can evolve complete programs in an
                 arbitrary language using a variable-length binary
                 string. The binary genome determines which production
                 rules in a Backus-Naur form grammar definition are used
                 in a genotype-to-phenotype mapping process to a
                 program. We demonstrate how expressions and programs of
                 arbitrary complexity may be evolved and compare its
                 performance to genetic programming",

Genetic Programming entries for Michael O'Neill Conor Ryan