An Examination on the Modularity of Grammars in Grammatical Evolutionary Design

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@InProceedings{swafford_oneill:cec2010,
  author =       "John Mark Swafford and Michael O'Neill",
  title =        "An Examination on the Modularity of Grammars in
                 Grammatical Evolutionary Design",
  booktitle =    "2010 IEEE World Congress on Computational
                 Intelligence",
  pages =        "1027--1034",
  year =         "2010",
  isbn13 =       "978-1-4244-6910-9",
  address =      "Barcelona, Spain",
  month =        "18-23 " # jul,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  DOI =          "doi:10.1109/CEC.2010.5586483",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  abstract =     "This work furthers the understanding of modularity in
                 grammar-based genetic programming approaches by
                 analysing how different grammars may be capable of
                 producing the same phenotypes, but still display
                 differences in performance on the same problems. This
                 is done by creating four grammars with varying levels
                 of modularity and using them with grammatical evolution
                 to evolve floor plan designs. The results of this
                 experimentation show how increases in modularity,
                 brought about by simple modifications in the grammars,
                 and increases in the quality of solutions go hand in
                 hand. It also demonstrates how more modular grammars
                 explore more individuals even while fitness remains the
                 same or changes in only minor increments.",
  notes =        "WCCI 2010. Also known as \cite{5586483}",
}

Genetic Programming entries for John Mark Swafford Michael O'Neill

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