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Influence of Chaotic Dynamics on the Performance of Differential Evolution Algorithm

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dc.title Influence of Chaotic Dynamics on the Performance of Differential Evolution Algorithm en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof How Nature Works: Complexity in Interdisciplinary Research and Applications
dc.identifier.isbn 978-3-319-00253-8
dc.date.issued 2014
dc.citation.spage 277
dc.citation.epage 290
dc.event.location Heidelberg
utb.event.state-en Germany
utb.event.state-cs Německo
dc.type bookPart
dc.language.iso en
dc.publisher Springer-Verlag. Berlin
dc.subject Differential evolution en
dc.subject Chaos en
dc.subject Optimization en
dc.subject Dissipative systems en
dc.description.abstract This paper outlines the extended investigations on the concept of a chaos driven Differential Evolution. The focus of this paper is the embedding of chaotic systems in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. Three chaotic systems were selected as possible chaos number generators for Differential Evolution. Repeated simulations were performed on the set of six basic benchmark functions. Finally, the obtained results are compared with canonical Differential Evolution. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005845
utb.identifier.rivid RIV/70883521:28140/14:43870513!RIV15-MSM-28140___
utb.identifier.obdid 43870792
utb.source c-riv
dc.date.accessioned 2016-04-28T10:37:10Z
dc.date.available 2016-04-28T10:37:10Z
dc.description.sponsorship P(ED2.1.00/03.0089), P(GA13-08195S), S
dc.format.extent 290
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Komínková Oplatková, Zuzana
riv.obor IN
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