A Grammatical Genetic Programming Representation for Radial Basis Function Networks

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@InCollection{Dempsey:2007:geRBF,
  author =       "Ian Dempsey and Anthony Brabazon and Michael O'Neill",
  title =        "A Grammatical Genetic Programming Representation for
                 Radial Basis Function Networks",
  booktitle =    "Engineering Evolutionary Intelligent Systems",
  publisher =    "Springer",
  year =         "2007",
  editor =       "Ajith Abraham and Crina Grosan and Witold Pedrycz",
  volume =       "82",
  series =       "Studies in Computational Intelligence",
  pages =        "325--335",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  isbn13 =       "978-3-540-75395-7",
  DOI =          "doi:10.1007/978-3-540-75396-4_11",
  abstract =     "We present a hybrid algorithm where evolutionary
                 computation, in the form of grammatical genetic
                 programming, is used to generate Radial Basis Function
                 Networks. An introduction to the underlying algorithms
                 of the hybrid approach is outlined, followed by a
                 description of a grammatical representation for Radial
                 Basis Function networks. The hybrid algorithm is tested
                 on five benchmark classification problem instances, and
                 its performance is found to be encouraging.",
  notes =        "http://www.springer.com/east/home/engineering?SGWID=5-175-22-173762620-0",
}

Genetic Programming entries for Ian Dempsey Anthony Brabazon Michael O'Neill

Citations