Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@TechReport{oai:CiteSeerPSU:552561,

• title = "Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming",
• author = "Markus Brameier and Wolfgang Banzhaf",
• year = "2002",
• month = feb # "~25",
• citeseer-isreferencedby = "oai:CiteSeerPSU:92442; oai:CiteSeerPSU:192628",
• citeseer-references = "oai:CiteSeerPSU:266665; oai:CiteSeerPSU:271953; oai:CiteSeerPSU:270103; oai:CiteSeerPSU:61421; oai:CiteSeerPSU:440305; oai:CiteSeerPSU:32228; oai:CiteSeerPSU:212034; oai:CiteSeerPSU:61877",
• annote = "The Pennsylvania State University CiteSeer Archives",
• language = "en",
• language = "ENG",
• oai = "oai:eldorado:0x0004162d",
• oai = "oai:CiteSeerPSU:552561",
• rights = "unrestricted",
• URL = "http://eldorado.uni-dortmund.de/0x81d98002_0x0004162d",
• URL = "http://eldorado.uni-dortmund.de:8080/bitstream/2003/5419/1/123.pdf",
• URL = "http://citeseer.ist.psu.edu/552561.html",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.383.9067.pdf",
• institution = "Dortmund University",
• keywords = "genetic algorithms, genetic programming",
• abstract = "We investigate structural and semantic distance metrics for linear genetic programs. Causal connections between changes of the genotype and fitness changes form a necessary condition for analyzing structural differences between genetic programs and for the two major objectives of this paper: (i) Distance information betweenin-dividuals is used to control structural diversity of population individuals actively by a two-level tournament selection. (ii) Variation distance of effective code is controlled for different genetic operators - including an effective variant of the mutation operator that works closely with the used distance metric. Numerous experiments have been performed for a regression problem, a classification task, and a Boolean problem",
• notes = "see also \cite{brameier:2002:EuroGP} 123.pdf crashes SUSE 10.0 KDE Konqueror 3.4.2b, Nov 2006",
• size = "25 pages",

}

Genetic Programming entries for Markus Brameier Wolfgang Banzhaf

Citations