Adaptive Logic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4496

@InProceedings{keijzer:2001:gecco,
  title =        "Adaptive Logic Programming",
  author =       "M. Keijzer and V. Babovic and C. Ryan and 
                 M. O'Neill and M. Cattolico",
  pages =        "42--49",
  year =         "2001",
  publisher =    "Morgan Kaufmann",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference (GECCO-2001)",
  editor =       "Lee Spector and Erik D. Goodman and Annie Wu and 
                 W. B. Langdon and Hans-Michael Voigt and Mitsuo Gen and 
                 Sandip Sen and Marco Dorigo and Shahram Pezeshk and 
                 Max H. Garzon and Edmund Burke",
  address =      "San Francisco, California, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "7-11 " # jul,
  keywords =     "genetic algorithms, genetic programming, logic
                 programming, grammatical evolution, units of,
                 measurement, strong typing",
  ISBN =         "1-55860-774-9",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2001/d01.pdf",
  size =         "8 pages",
  abstract =     "A new hybrid of Evolutionary Automatic Programming
                 which employs logic programs is presented. In contrast
                 with tree-based methods, it employs a simple GA on
                 variable length strings containing integers. The
                 strings represent sequences of choices used in the
                 derivation of non-deterministic logic programs. A
                 family of Adaptive Logic Programming systems (ALPs) are
                 proposed and from those, two promising members are
                 examined. A proof of principle of this approach is
                 given by running the system on three problems of
                 increasing grammatical difficulty. Although the
                 initialization routine might need improvement, the
                 system as presented here provides a feasible approach
                 to the induction of solutions in grammatically and
                 logically constrained languages.",
  notes =        "GECCO-2001 A joint meeting of the tenth International
                 Conference on Genetic Algorithms (ICGA-2001) and the
                 sixth Annual Genetic Programming Conference (GP-2001)
                 Part of \cite{spector:2001:GECCO}",
}

Genetic Programming entries for Maarten Keijzer Vladan Babovic Conor Ryan Michael O'Neill Mike Cattolico

Citations