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An initial study on the multi-chaotic approach for the differential evolution

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dc.title An initial study on the multi-chaotic approach for the differential evolution en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof MENDEL 2014
dc.identifier.issn 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2014
utb.relation.volume 2014-January
utb.relation.issue January
dc.citation.spage 89
dc.citation.epage 96
dc.event.title 20th International Conference on Soft Computing: Evolutionary Computation, Genetic Programming, Swarm Intelligence, Fuzzy Logic, Neural Networks, Fractals, Bayesian Methods, MENDEL 2014
dc.event.location Brno
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2014-06-25
dc.event.edate 2014-06-27
dc.type conferenceObject
dc.language.iso en
dc.publisher Brno University of Technology
dc.subject Deterministic chaos en
dc.subject Differential evolution en
dc.subject Dissipative systems en
dc.subject Optimization en
dc.description.abstract This paper is aimed at the embedding and alternating of set of two discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. This research deals with the initial investigations on the concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This research represents the continuation of single-chaos-driven heuristics. It shows the performance dependency on the selection of chaotic systems as well as the moment of switching between these systems. Repeated simulations were performed on the selected set of test functions in higher dimensions. Finally, the obtained results are compared with canonical DE. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005276
utb.identifier.obdid 43871940
utb.identifier.scopus 2-s2.0-84938060546
utb.source d-scopus
dc.date.accessioned 2015-08-28T12:05:00Z
dc.date.available 2015-08-28T12:05:00Z
dc.description.sponsorship ESF, European Science Foundation
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Komínková Oplatková, Zuzana
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