Evolutionary Induction of Grammar Systems for Multi-agent Cooperation

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

@InProceedings{johnson:2004:eurogp,
  author =       "Clayton M. Johnson and James Farrell",
  title =        "Evolutionary Induction of Grammar Systems for
                 Multi-agent Cooperation",
  booktitle =    "Genetic Programming 7th European Conference, EuroGP
                 2004, Proceedings",
  year =         "2004",
  editor =       "Maarten Keijzer and Una-May O'Reilly and 
                 Simon M. Lucas and Ernesto Costa and Terence Soule",
  volume =       "3003",
  series =       "LNCS",
  pages =        "101--112",
  address =      "Coimbra, Portugal",
  publisher_address = "Berlin",
  month =        "5-7 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-21346-5",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=101",
  DOI =          "doi:10.1007/978-3-540-24650-3_10",
  abstract =     "We propose and describe a minimal cooperative problem
                 that captures essential features of cooperative
                 behaviour and permits detailed study of the mechanisms
                 involved. We characterise this problem as one of
                 language generation by cooperating grammars, and
                 present initial results for language induction by pairs
                 of right-linear grammars using grammatically based
                 genetic programming. Populations of cooperating grammar
                 systems were found to induce grammars for regular
                 languages more rapidly than non-cooperating controls.
                 Cooperation also resulted in greater absolute accuracy
                 in the steady state, even though the control
                 performance exceeded that of prior results for the
                 induction of regular languages by a genetic
                 algorithm.",
  notes =        "Part of \cite{keijzer:2004:GP} EuroGP'2004 held in
                 conjunction with EvoCOP2004 and EvoWorkshops2004",
}

Genetic Programming entries for Clayton M Johnson James Farrell

Citations