Smooth Uniform Crossover with Smooth Point Mutation in Genetic Programming: A Preliminary Study

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@InProceedings{page:1999:smuxspmGP,
  author =       "J. Page and R. Poli and W. B. Langdon",
  title =        "Smooth Uniform Crossover with Smooth Point Mutation in
                 Genetic Programming: {A} Preliminary Study",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'99",
  year =         "1999",
  editor =       "Riccardo Poli and Peter Nordin and 
                 William B. Langdon and Terence C. Fogarty",
  volume =       "1598",
  series =       "LNCS",
  pages =        "39--49",
  address =      "Goteborg, Sweden",
  publisher_address = "Berlin",
  month =        "26-27 " # may,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-65899-8",
  URL =          "http://www.cs.essex.ac.uk/staff/poli/papers/Page-EUROGP1999.pdf",
  URL =          "http://citeseer.ist.psu.edu/336173.html",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=1598&spage=39",
  abstract =     "In this paper we examine the behaviour of the uniform
                 crossover and point mutation GP operators [12] on the
                 even-n-parity problem for n = 3; 4; 6 and present a
                 novel representation of function nodes, designed to
                 allow the search operators to make smaller movements
                 around the solution space. Using this representation,
                 performance on the even-6-parity problem is improved by
                 three orders of magnitude relative to the estimate
                 given for standard GP in [5].",
  notes =        "EuroGP'99, part of \cite{poli:1999:GP}

                 Evolve function node within trees as well as trees.
                 Demonstrated on big parity problems.",
}

Genetic Programming entries for Jonathan Page Riccardo Poli William B Langdon