Controlled Genetic Programming Search for Solving Deceptive Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@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