Grammatical Differential Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@InProceedings{DBLP:conf/icai/ONeillB06,
  author =       "Michael O'Neill and Anthony Brabazon",
  title =        "Grammatical Differential Evolution",
  booktitle =    "Proceedings of the 2006 International Conference on
                 Artificial Intelligence, ICAI 2006",
  year =         "2006",
  editor =       "Hamid R. Arabnia",
  volume =       "1",
  pages =        "231--236",
  address =      "Las Vegas, Nevada, USA",
  month =        jun # " 26-29",
  publisher =    "CSREA Press",
  keywords =     "genetic algorithms, genetic programming, Grammatical
                 evolution, differential evolution, automatic program
                 generation",
  ISBN =         "1-932415-96-3",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.3012",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.91.3012.pdf",
  size =         "6 pages",
  abstract =     "This proof of concept study examines the possibility
                 of specifying the construction of programs using
                 Differential Evolution, and represents a new form of
                 grammar-based genetic programming, Grammatical
                 Differential Evolution (GDE). In GDE each individual
                 member of the population represents a specific choice
                 of program construction rules, where these rules are
                 specified using a Backus-Naur Form grammar. The results
                 demonstrate that it is possible to generate programs
                 using the Grammatical Differential technique.",
  notes =        "BNF, DE/rand/1/bin. Real valued vector converted to
                 nearest integers for GE codon. Santa Fe ant
                 \cite{langdon:1998:antspace}, x+x^2+x^3+x^4, 3-mux,
                 Mastermind. Gramatical Swarm",
}

Genetic Programming entries for Michael O'Neill Anthony Brabazon