Dimensionally Aware Genetic Programming

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

  author =       "Maarten Keijzer and Vladan Babovic",
  title =        "Dimensionally Aware Genetic Programming",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "1069--1076",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-611-4",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-420.ps",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-420.pdf",
  size =         "8 pages",
  abstract =     "Physical measurements are generally accompanied by
                 their units of measurement. This contribution
                 introduces an extension of genetic programming that
                 exploits the information captured in the units of
                 measurement and compares it against standard methods of
                 genetic programming. The motivations for the
                 development of this dimensionally-aware GP are twofold:
                 to enhance the search efficiency by using the knowledge
                 contained in the dimension information and to enhance
                 the interpretability of the produced formulae. The
                 performance of GP is examined on a number of
                 experiments and the results are reported for four
                 variants of GP.",
  notes =        "GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference (GP-99)",

Genetic Programming entries for Maarten Keijzer Vladan Babovic