Coevolving high-level representations

Created by W.Langdon from gp-bibliography.bib Revision:1.4221

  author =       "P. J. Angeline and J. B. Pollack",
  title =        "Coevolving high-level representations",
  booktitle =    "Artificial Life III",
  year =         "1994",
  editor =       "Christopher G. Langton",
  volume =       "XVII",
  series =       "SFI Studies in the Sciences of Complexity",
  pages =        "55--71",
  address =      "Santa Fe, New Mexico",
  month =        "15-19 " # jun # " 1992",
  publisher =    "Addison-Wesley",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "",
  URL =          "",
  abstract =     "Several evolutionary simulations allow for a dynamic
                 resizing of the genotype. This is an important
                 alternative to constraining the genotype's maximum size
                 and complexity. In this paper, we add an additional
                 dynamic to simulated evolution with the description of
                 a genetic algorithm that coevolves its representation
                 language with the genotypes. We introduce two mutation
                 operators that permit the acquisition of modules from
                 the genotypes during evolution. These modules form an
                 increasingly high-level representation language
                 specific to the developmental environment. Experimental
                 results illustrating interesting properties of the
                 acquired modules and the evolved languages are
  notes =        "ALife3 Held June 1992 in Santa Fe, New Mexico, USA
                 GLiB, Tower of Hanoi, Tic Tac Toe. Also in thesis.",

Genetic Programming entries for Peter John Angeline Jordan B Pollack