Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @TechReport{oai:CiteSeerPSU:552561,
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title = "Explicit Control of Diversity and Effective Variation
Distance in Linear Genetic Programming",
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author = "Markus Brameier and Wolfgang Banzhaf",
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year = "2002",
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month = feb # "~25",
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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",
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language = "ENG",
-
oai = "oai:eldorado:0x0004162d",
-
oai = "oai:CiteSeerPSU:552561",
-
rights = "unrestricted",
-
URL = "http://eldorado.uni-dortmund.de/0x81d98002_0x0004162d",
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URL = "http://eldorado.uni-dortmund.de:8080/bitstream/2003/5419/1/123.pdf",
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URL = "http://citeseer.ist.psu.edu/552561.html",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.383.9067.pdf",
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institution = "Dortmund University",
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keywords = "genetic algorithms, genetic programming",
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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",
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notes = "see also \cite{brameier:2002:EuroGP} 123.pdf crashes
SUSE 10.0 KDE Konqueror 3.4.2b, Nov 2006",
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size = "25 pages",
- }
Genetic Programming entries for
Markus Brameier
Wolfgang Banzhaf
Citations