On Linguistic Approximation with Genetic Programming

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  author =       "Ryszard Kowalczyk",
  title =        "On Linguistic Approximation with Genetic Programming",
  booktitle =    "Methodology and Tools in Knowledge-Based Systems",
  year =         "1998",
  editor =       "Jose Mira and Angel Pasqual {del Pobil} and 
                 Moonis Ali",
  volume =       "1415",
  series =       "LNCS",
  pages =        "200--224",
  address =      "Benicassim, Castelln, Sapin",
  month =        jun,
  publisher =    "Springer Verlag",
  keywords =     "genetic algorithms, genetic programming, artificial
                 intelligence fuzzy sets, natural language processing
  isbn13 =       "978-3-540-64582-5",
  ISSN =         "0302-9743",
  bibdate =      "Wed Sep 15 17:59:26 MDT 1999",
  DOI =          "doi:10.1007/3-540-64582-9_749",
  size =         "10 pages",
  abstract =     "Linguistic approximation is a well known problem in
                 fuzzy set theory to describe an arbitrary fuzzy set in
                 the most appropriate linguistic terms. It involves a
                 search through the space of linguistic descriptions
                 (labels) generated according to a given grammar and
                 vocabulary. The vocabulary and grammar specify a
                 language structure, i.e. allowable and meaningful
                 combinations of primary linguistic terms, linguistic
                 modifiers and linguistic connectives as well as the
                 order of their composition. This structure may become
                 quite complex when a larger vocabulary and more
                 complicated grammatical rules are considered. Therefore
                 linguistic approximation may require search techniques
                 that are able to deal effectively with more complex
                 linguistic structures. The paper presents an approach
                 to linguistic approximation based on an evolutionary
                 search technique, genetic programming. The approach is
                 demonstrated with the results of the initial
  affiliation =  "CSIRO Mathematical and Information Sciences 723
                 Swanston Street, Carlton 3053 Australia 723 Swanston
                 Street, Carlton 3053 Australia",

Genetic Programming entries for Ryszard Kowalczyk