SGE: A Structured Representation for Grammatical Evolution

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@InProceedings{Lourenco:2015:EA,
  author =       "Nuno Lourenco and Francisco B. Pereira and 
                 Ernesto Costa",
  title =        "SGE: A Structured Representation for Grammatical
                 Evolution",
  booktitle =    "Artificial Evolution",
  year =         "2015",
  editor =       "Stephane Bonnevay and Pierrick Legrand and 
                 Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer",
  volume =       "9554",
  series =       "LNCS",
  pages =        "136--148",
  address =      "Lyon, France",
  month =        "26-28 " # oct,
  organisation = "Association Evolution Artificielle",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, Grammatical
                 Evolution",
  isbn13 =       "978-3-319-31471-6",
  DOI =          "doi:10.1007/978-3-319-31471-6_11",
  abstract =     "This paper introduces Structured Grammatical
                 Evolution, a new genotypic representation for
                 Grammatical Evolution, where each gene is explicitly
                 linked to a non-terminal of the grammar being used.
                 This one-to-one correspondence ensures that the
                 modification of a gene does not affect the derivation
                 options of other non-terminals, thereby increasing
                 locality. The performance of the new representation is
                 accessed on a set of benchmark problems. The results
                 obtained confirm the effectiveness of the proposed
                 approach, as it is able to outperform standard
                 grammatical evolution on all selected optimization
                 problems",
  notes =        "Published 2016 https://ea2015.inria.fr/
                 http://www.lifl.fr/EA/",
}

Genetic Programming entries for Nuno Lourenco Francisco Jose Baptista Pereira Ernesto Costa

Citations