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Publikační činnost
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Record type:
stať ve sborníku (D)
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Katedra informatiky a počítačů (31400)
Title:
Adaptive Differential Evolution and Exponential Crossover
Citace
Tvrdík, J. Adaptive Differential Evolution and Exponential Crossover.
In:
Proc. of IMCSIT 2008.
Poland: PTI, 2008. PTI, 2008. s. 927-931. ISBN 978-83-60810-14-9.
Subtitle
Publication year:
2008
Obor:
Aplikovaná statistika, operační výzkum
Number of pages:
5
Page from:
927
Page to:
931
Form of publication:
ISBN code:
978-83-60810-14-9
ISSN code:
Proceedings title:
Proc. of IMCSIT 2008
Proceedings:
Mezinárodní
Publisher name:
PTI
Place of publishing:
Poland
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
IMCSIT 2008
Místo konání konference:
Wisla
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Celosvětová akce
WoS code:
000268848500133
EID:
Key words in English:
differential evolution; self-adaptation; exponential crossover; comparison in benchmark
Annotation in original language:
Several adaptive variants of differential evolution are described and compared in two sets of benchmark problems. The influence of exponential crossover on efficiency of the search is studied. The use of both types of crossover together makes the algorithms more robust. Such algorithms are convenient for the real-world problems, where we need an adaptive algorithm applicable without time-wasting parameter tuning.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17310/08:A1000Q93
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