Coevolving High-Level Representations

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "P. J. Angeline and J. B. Pollack",
  title =        "Coevolving High-Level Representations",
  institution =  "Laboratory for Artificial Intelligence. The Ohio State
  year =         "1993",
  type =         "July",
  number =       "Technical report 92-PA-COEVOLVE",
  keywords =     "genetic algorithms, genetic programming",
  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 highlevel representation language specific
                 to the developmental environment. Experimental results
                 illustrating interesting properties of the acquired
                 modules and the evolved languages are provided.",
  size =         "15 pages",

Genetic Programming entries for Peter John Angeline Jordan B Pollack