Automatic Generation of Adaptive Programs

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

@InProceedings{spector:1996:agap,
  author =       "Lee Spector and Kilian Stoffel",
  title =        "Automatic Generation of Adaptive Programs",
  booktitle =    "Proceedings of the Fourth International Conference on
                 Simulation of Adaptive Behavior: From animals to
                 animats 4",
  year =         "1996",
  editor =       "Pattie Maes and Maja J. Mataric and 
                 Jean-Arcady Meyer and Jordan Pollack and Stewart W. Wilson",
  pages =        "476--483",
  address =      "Cape Code, USA",
  publisher_address = "Cambridge, MA, USA",
  month =        "9-13 " # sep,
  publisher =    "MIT Press",
  keywords =     "genetic algorithms, genetic programming, memory",
  ISBN =         "0-262-63178-4",
  URL =          "http://helios.hampshire.edu/lspector/pubs/onto-sab96-e.pdf",
  URL =          "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6291896",
  size =         "8 pages",
  abstract =     "This paper shows how ontogenetic program- ming, an
                 enhancement to the genetic programming methodology,
                 allows for the automatic generation of adaptive
                 programs. Programs produced by ontogenetic programming
                 may include calls to self-modification operators. By
                 permitting runtime program self-modification, these
                 operators allow evolved programs to further adapt to
                 their environments. In this paper the ontogenetic
                 programming methodology is described and two examples
                 of its use are presented, one for binary sequence
                 prediction and the other for action selection in a
                 virtual world. In both cases the inclusion of
                 self-modification operators has a clear positive impact
                 on the ability of genetic programming to produce
                 successful programs.",
  notes =        "SAB-96 ontogenetic programming. Self changing programs
                 compared with other forms of GP, including GP+indexed
                 memory, on predicting repeating patern 010001 and
                 solving wumpus world.",
}

Genetic Programming entries for Lee Spector Kilian Stoffel

Citations