The Halt Condition in Genetic Programming

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@InProceedings{conf/epia/NevesMAAB07,
  author =       "Jose Neves and Jose Machado and Cesar Analide and 
                 Antonio Abelha and Luis Brito",
  title =        "The Halt Condition in Genetic Programming",
  booktitle =    "Progress in Artificial Intelligence, 13th Portuguese
                 Conference on Aritficial Intelligence, {EPIA} 2007,
                 Workshops: {GAIW}, {AIASTS}, {ALEA}, {AMITA}, {BAOSW}",
  year =         "2007",
  editor =       "Jos{\'e} Neves and Manuel Filipe Santos and 
                 Jos{\'e} Machado",
  volume =       "4874",
  series =       "Lecture Notes in Computer Science",
  pages =        "160--169",
  address =      "Guimaraes, Portugal",
  month =        dec # " 3-7",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, Computational
                 Creativity, Genetic or Evolutionary Programming,
                 Extended Logic Programming, Quality-of-Information,
                 Conceptual Blending Theory",
  isbn13 =       "978-3-540-77000-8",
  DOI =          "doi:10.1007/978-3-540-77002-2_14",
  size =         "10 pages",
  abstract =     "In this paper we address the role of divergence and
                 convergence in creative processes, and argue about the
                 need to consider them in Computational Creativity
                 research in the Genetic or Evolutionary Programming
                 paradigm, being one's goal the problem of the Halt
                 Condition in Genetic Programming. Here the candidate
                 solutions are seen as evolutionary logic programs or
                 theories, being the test whether a solution is optimal
                 based on a measure of the quality-of-information
                 carried out by those logical theories or programs.
                 Furthermore, we present Conceptual Blending Theory as
                 being a promising framework for implementing
                 convergence methods within creativity programs, in
                 terms of the logic programming framework.",
  notes =        "logic program for reservoir water quality prediction.
                 'fill in missing data'",
  bibdate =      "2007-11-20",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/epia/epia2007w.html#NevesMAAB07",
}

Genetic Programming entries for Jose Carlos Ferreira Maia Neves Jose Manuel Ferreira Machado Cesar Analide Antonio Carlos da Silva Abelha Luis Brito

Citations