Implications of Prior Knowledge and Population Thinking in Grammatical Evolution: Toward a Knowledge Sharing Architecture

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@Article{Georgiou:2006:WSEAS,
  author =       "Loukas Georgiou and William J. Teahan",
  title =        "Implications of Prior Knowledge and Population
                 Thinking in Grammatical Evolution: Toward a Knowledge
                 Sharing Architecture",
  journal =      "WSEAS Transactions on Systems",
  year =         "2006",
  volume =       "5",
  number =       "10",
  pages =        "2338--2345",
  month =        oct,
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, genetic algorithms, evolutionary
                 computation,agents, jGE, libGE, GP, GE",
  ISSN =         "1109-2777",
  URL =          "http://www.worldses.org/journals/systems/old.htm",
  abstract =     "Grammatical Evolution (GE) is a novel evolutionary
                 algorithm which uses an arbitrary variable-length
                 binary string to govern which production rule of a
                 Backus Naur Form grammar will be used in a
                 genotype-to-phenotype mapping process. This paper
                 introduces the Java GE project (jGE), which is an
                 implementation of GE in the Java language, and presents
                 the results of the first experiments which have been
                 conducted towards a knowledge sharing approach using
                 families of populations. The initial results show that
                 the application of Prior Knowledge and Population
                 Thinking in jGE is promising and this drives us toward
                 a further investigation of the family-based approach
                 whose main characteristics are the incorporation of
                 genetic/phenotypic diversity in the population and the
                 sharing of knowledge between individuals of the same
                 groups (families).",
  notes =        "

                 Record 2108 of 7009 in Inspec 2005-2006
                 http://www.wseas.us/indexes/iee/2004-2007.txt

                 ",
}

Genetic Programming entries for Loukas Georgiou William J Teahan

Citations