Reducing Population Size While Maintaining Diversity
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{monsieurs03,
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author = "Patrick Monsieurs and Eddy Flerackers",
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title = "Reducing Population Size While Maintaining Diversity",
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booktitle = "Genetic Programming, Proceedings of EuroGP'2003",
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year = "2003",
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editor = "Conor Ryan and Terence Soule and Maarten Keijzer and
Edward Tsang and Riccardo Poli and Ernesto Costa",
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volume = "2610",
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series = "LNCS",
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pages = "142--152",
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address = "Essex",
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publisher_address = "Berlin",
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month = "14-16 " # apr,
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organisation = "EvoNet",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-00971-X",
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DOI = "doi:10.1007/3-540-36599-0_13",
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abstract = "This paper presents a technique to drastically reduce
the size of a population, while still maintaining
sufficient diversity for evolution. An advantage of a
reduced population size is the reduced number of
fitness evaluations necessary. In domains where
calculation of fitness values is expensive, this
results in a huge speedup of the search. Additionally,
in the experiments performed, smaller populations also
resulted in a faster convergence speed towards an
optimal solution.",
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notes = "EuroGP'2003 held in conjunction with EvoWorkshops
2003",
- }
Genetic Programming entries for
Patrick Monsieurs
Eddy Flerackers
Citations