Evaluation of chess position by modular neural network generated by genetic algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{autones:2004:eurogp,
  author =       "Mathieu Autones and Aryel Beck and 
                 Phillippe Camacho and Nicolas Lassabe and Herve Luga and 
                 Franccois Scharffe",
  title =        "Evaluation of chess position by modular neural network
                 generated by genetic algorithm",
  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 =        "1--10",
  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=1",
  DOI =          "doi:10.1007/978-3-540-24650-3_1",
  abstract =     "Chess engine Tempo. One of the major difficulties for
                 this type of program lies in the function for
                 evaluating game positions. This function is composed of
                 a large number of parameters which have to be
                 determined and then adjusted. We propose an alternative
                 which consists in replacing this function by an
                 artificial neuron network (ANN). Without topological
                 knowledge of this complex network, we use the
                 evolutionist methods for its inception, thus enabling
                 us to obtain, among other things, a modular network.
                 Finally, we present our results: (i) reproduction of
                 the XOR function which validates the method used and
                 (ii) generation of an evaluation function",
  notes =        "Part of \cite{keijzer:2004:GP} EuroGP'2004 held in
                 conjunction with EvoCOP2004 and EvoWorkshops2004",
}

Genetic Programming entries for Mathieu Autones Aryel Beck Phillippe Camacho Nicolas Lassabe Herve Luga Franccois Scharffe

Citations