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An investigation on the chaos driven Differential Evolution: An initial study

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dc.title An investigation on the chaos driven Differential Evolution: An initial study en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.contributor.author Pluháček, Michal
dc.contributor.author Oplatková, Zuzana
dc.relation.ispartof Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012
dc.identifier.isbn 978-961-264-043-9
dc.date.issued 2012
dc.citation.spage 185
dc.citation.epage 194
dc.event.title 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012
dc.event.location Bohinj
utb.event.state-en Slovenia
utb.event.state-cs Slovinsko
dc.event.sdate 2012-05-24
dc.event.edate 2012-05-25
dc.type conferenceObject
dc.language.iso en
dc.publisher Jozef Stefan Institute
dc.subject Chaos en
dc.subject Differential evolution en
dc.subject Evolutionary algorithms en
dc.description.abstract This paper outlines the initial 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 benchmark function sets. Finally, the obtained results are compared with canonical Differential Evolution. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006557
utb.identifier.obdid 43869190
utb.identifier.scopus 2-s2.0-84976352021
utb.source d-scopus
dc.date.accessioned 2016-08-09T14:02:59Z
dc.date.available 2016-08-09T14:02:59Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Oplatková, Zuzana
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