Adaptive Control of Partial Functions in Genetic Programming

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

@InProceedings{essam:2001:acpfgp,
  author =       "Daryl Essam and R. I. Bob McKay",
  title =        "Adaptive Control of Partial Functions in Genetic
                 Programming",
  booktitle =    "Proceedings of the 2001 Congress on Evolutionary
                 Computation CEC2001",
  year =         "2001",
  pages =        "895--901",
  address =      "COEX, World Trade Center, 159 Samseong-dong,
                 Gangnam-gu, Seoul, Korea",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "27-30 " # may,
  organisation = "IEEE Neural Network Council (NNC), Evolutionary
                 Programming Society (EPS), Institution of Electrical
                 Engineers (IEE)",
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, Partial
                 Functions, Fitness Evaluation",
  ISBN =         "0-7803-6658-1",
  URL =          "http://www.cs.adfa.edu.au/~rim/PAPERS/CEC01final.pdf",
  DOI =          "doi:10.1109/CEC.2001.934285",
  size =         "7 pages",
  abstract =     "The paper investigates the use of partial functions in
                 genetic programming. Previous work (R.I. McKay, 2000),
                 has shown that the convergent behaviour of populations
                 of partial functions is very similar to that of
                 populations of total functions. However the convergence
                 rates of populations of partial functions have been
                 slower. The results presented demonstrate a significant
                 improvement in the rate of convergence of populations
                 of partial functions, and indicate that partial
                 functions represent a realistic alternative to total
                 functions for a range of problems",
  notes =        "CEC-2001 - A joint meeting of the IEEE, Evolutionary
                 Programming Society, Galesia, and the IEE.

                 IEEE Catalog Number = 01TH8546C,

                 Library of Congress Number = .

                 Convergence of populations of partial functions.
                 recursion list membership, 6-multiplexor, 11-mux.
                 undef, DCTG-GP cf. \cite{ross:1999:LGPDCTG} fitness
                 sharing mitigated by non-undef.

                 {"}A partial function is a function whose value is not
                 defined for some argument values{"}, ie {"}undef{"}.
                 Tree GP. Grammar DCTG-GP. Infinite recursion prevented
                 by a depth limit of 20.",
}

Genetic Programming entries for Daryl Essam R I (Bob) McKay

Citations