Generation and Selection of Sensory Channels

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

@InProceedings{eddejong:1999:gssc,
  author =       "Edwin D. {de Jong} and Luc Steels",
  title =        "Generation and Selection of Sensory Channels",
  booktitle =    "Evolutionary Image Analysis, Signal Processing and
                 Telecommunications: First European Workshop, EvoIASP'99
                 and EuroEcTel'99",
  year =         "1999",
  editor =       "Riccardo Poli and Hans-Michael Voigt and 
                 Stefano Cagnoni and Dave Corne and George D. Smith and 
                 Terence C. Fogarty",
  volume =       "1596",
  series =       "LNCS",
  pages =        "90--100",
  address =      "Goteborg, Sweden",
  publisher_address = "Berlin",
  month =        "28-29 " # may,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-65837-8",
  URL =          "http://arti.vub.ac.be/~edwin/publications/channels.ps.gz",
  DOI =          "doi:10.1007/10704703_7",
  size =         "11 pages",
  abstract =     "Sensory channels determine the way an agent views the
                 world. We investigate the question of how sensory
                 channels may be autonomously constructed using
                 generation and selection. The context is the
                 discrimination of geometric shapes. In a first
                 experiment, elements of a solution were attributed
                 fitness based on the part of the problem they solved.
                 In two subsequent experiments, cooperation between
                 elements was respectively required and encouraged by
                 means of a fitness function which only rewards complete
                 solutions. Differences between the approaches are
                 discussed, and generation and selection is concluded to
                 provide a successful mechanism for the autonomous
                 construction of sensory channels.",
  notes =        "EvoIASP99'99",
}

Genetic Programming entries for Edwin D de Jong Luc Steels

Citations