Controlled Genetic Programming Search for Solving Deceptive Problems

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

@PhdThesis{korkmaz:thesis,
  author =       "Emin Erkan Korkmaz",
  title =        "Controlled Genetic Programming Search for Solving
                 Deceptive Problems",
  school =       "Department of Computer Engineering, Middle East
                 Technical University",
  year =         "2003",
  address =      "Turkey",
  month =        mar,
  email =        "korkmaz@ceng.metu.edu.tr",
  keywords =     "genetic algorithms, genetic programming, deception,
                 epistasis",
  URL =          "http://www.cpsc.ucalgary.ca/~korkmaze/publication/tezphd.ps.gz",
  size =         "88 pages",
  abstract =     "Traditional Genetic Programming randomly combines
                 subtrees by applying crossover. There is a growing
                 interest in methods that can control such recombination
                 operations. In this thesis, a new approach is presented
                 for guiding the recombination process for Genetic
                 Programming.The method is based on extracting the
                 global information of the promising solutions that
                 appear during the genetic search. The aim isto use this
                 information to control the crossover operation
                 afterwards. A separate control module is used to
                 process the collected information.This module guides
                 the search process by sending feedback to the genetic
                 engine about the consequences of possible recombination
                 alternatives.",
  notes =        "317K",
}

Genetic Programming entries for Erkan Korkmaz

Citations