Influence of Chaotic Dynamics on the Performance of Differential Evolution Algorithm

Šenkeřík, Roman; Davendra, Donald David; Zelinka, Ivan; Komínková Oplatková, Zuzana

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