Grammar Transformations in an EDA for Genetic Programming

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

@TechReport{UUCS2004047,

• author = "Peter A. N. Bosman and Edwin D. {de Jong}",
• year = "2004",
• title = "Grammar Transformations in an EDA for Genetic Programming",
• number = "UU-CS-2004-047",
• institution = "Department of Information and Computing Sciences, Utrecht University",
• pubcat = "techreport",
• address = "The Netherlands",
• keywords = "genetic algorithms, genetic programming, EDA, grammar",
• URL = "http://www.cs.uu.nl/research/techreps/repo/CS-2004/2004-047.pdf",
• URL = "http://www.cs.uu.nl/research/techreps/UU-CS-2004-047.html",
• abstract = "In this paper we present a new Estimation of Distribution Algorithm (EDA) for Genetic Programming (GP). We propose a probability distribution for the space of trees, based on a grammar. To introduce dependencies into the distribution, grammar transformations are performed that facilitate the description of specific subfunctions. We present some results from experiments on two benchmark problems and show some of the subfunctions that were introduced during optimization as a result of the transformations that were applied.",
• notes = "Royal Tree. See also \cite{bosman:2004:obu:panbos}",
• size = "13 pages",

}

Genetic Programming entries for Peter A N Bosman Edwin D de Jong

Citations