Logic-based Genetic Programming with Definite Clause Translation Grammars

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

  author =       "Brian J. Ross",
  title =        "Logic-based Genetic Programming with Definite Clause
                 Translation Grammars",
  journal =      "New Generation Computing",
  year =         "2001",
  volume =       "19",
  number =       "4",
  pages =        "313--337",
  keywords =     "genetic algorithms, genetic programming, definite
                 clause translation grammars, Prolog, Evolutionary
                 Computation, Definite Clause Translation Grammar, Logic
                 Programming, Stochastic Language Inference",
  URL =          "http://www.cosc.brocku.ca/~bross/research/dctg_gp_ngc.pdf",
  URL =          "http://citeseer.ist.psu.edu/331862.html",
  abstract =     "DCTG-GP is a genetic programming system that uses
                 definite clause translation grammars. A DCTG is a
                 logical version of an attribute grammar that supports
                 the definition of context--free languages, and it
                 allows semantic information associated with a language
                 to be easily accommodated by the grammar. This is
                 useful in genetic programming for defining the
                 interpreter of a target language, or incorporating both
                 syntactic and semantic problem-specific constraints
                 into the evolutionary search. The DCTG-GP system
                 improves on other grammar-based GP systems by
                 permitting non--trivial semantic aspects of the
                 language to be defined with the grammar. It also
                 automatically analyses grammar rules in order to
                 determine their minimal depth and termination
                 characteristics, which are required when generating
                 random program trees of varied shapes and sizes. An
                 application using DCTG-GP is described.",
  notes =        "http://www.ohmsha.co.jp/ngc/",

Genetic Programming entries for Brian J Ross