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Publikační činnost
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Record type:
stať ve sborníku (D)
Home Department:
Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:
Competitive Differential Evolution for Constrained Problems
Citace
Tvrdík, J. a Poláková, R. Competitive Differential Evolution for Constrained Problems.
In:
2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC).
IEEE, 2010. s. 1632-1639. ISBN 978-1-4244-8126-2.
Subtitle
Publication year:
2010
Obor:
Informatika
Number of pages:
8
Page from:
1632
Page to:
1639
Form of publication:
ISBN code:
978-1-4244-8126-2
ISSN code:
Proceedings title:
2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
Proceedings:
Mezinárodní
Publisher name:
IEEE
Place of publishing:
Neuveden
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
IEEE CEC 2010
Conference venue:
Barcelona
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Celosvětová akce
WoS code:
000287375803006
EID:
Key words in English:
Single-objective optimization; constrained problems;differential evolution;benchmark tests
Annotation in original language:
A variant of competitive differential evolution modified for the solution of single objective constrained real-parameter optimization is presented in this paper. The modification consists in alternation of minimization of the constrains' violation and minimization of objective function value. The variant was tested on the family of 18 problems developed for the Special Session S000 of CEC2010. Using competitive setting avoids tuning of most control-parameter values because only size of population must be set by the user of the algorithm. The experimental results showed acceptable reliability of the search in most of test problems.
Annotation in english language:
References
Reference
R01:
RIV/61988987:17610/10:A1100YIR
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