Generalisation and Domain Specific Functions in Genetic Programming

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

  author =       "Ibrahim Kuscu",
  title =        "Generalisation and Domain Specific Functions in
                 Genetic Programming",
  booktitle =    "Proceedings of the 2000 Congress on Evolutionary
                 Computation CEC00",
  year =         "2000",
  pages =        "1393--1400",
  volume =       "2",
  address =      "La Jolla Marriott Hotel La Jolla, California, USA",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "6-9 " # jul,
  organisation = "IEEE Neural Network Council (NNC), Evolutionary
                 Programming Society (EPS), Institution of Electrical
                 Engineers (IEE)",
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, Monk-2
                 problem, domain specific functions, experiments,
                 generalisation, incomplete data sets, learning bias,
                 parity problems, relational learning problems,
                 generalisation (artificial intelligence), learning
                 (artificial intelligence), learning systems",
  ISBN =         "0-7803-6375-2",
  broken =       "",
  URL =          "",
  DOI =          "doi:10.1109/CEC.2000.870815",
  size =         "8 pages",
  abstract =     "This research presents an evaluation of user defined
                 domain specific functions of genetic programming using
                 relational learning problems, generalisation for this
                 class of learning problems and learning bias. After
                 providing a brief theoretical background, two sets of
                 experiments are detailed: experiments and results
                 concerning the Monk-2 problem and experiments
                 attempting to evolve generalising solutions to parity
                 problems with incomplete data sets. The results suggest
                 that using nonproblem specific functions may result in
                 greater generalisation for relational problems.",
  notes =        "CEC-2000 - A joint meeting of the IEEE, Evolutionary
                 Programming Society, Galesia, and the IEE.

                 IEEE Catalog Number = 00TH8512,

                 Library of Congress Number = 00-018644",

Genetic Programming entries for Ibrahim Kuscu