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Optimization of feedback control of chaos by evolutionary alghorithms

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dc.title Optimization of feedback control of chaos by evolutionary alghorithms en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Navrátil, Eduard
dc.relation.ispartof IFAC Proceedings Volumes (IFAC-PapersOnline)
dc.identifier.issn 1474-6670 OCLC, Ulrich, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783902661098
dc.date.issued 2006
utb.relation.volume 1
utb.relation.issue PART 1
dc.citation.spage 77
dc.citation.epage 82
dc.event.title 1st IFAC Conference on Analysis and Control of Chaotic Systems, CHAOS'06
dc.event.location Reims
utb.event.state-en France
utb.event.state-cs Francie
dc.event.sdate 2006-06-28
dc.event.edate 2006-06-30
dc.type conferenceObject
dc.language.iso en
dc.identifier.doi 10.3182/20060628-3-FR-3903.00016
dc.relation.uri http://www.ifac-papersonline.net/Detailed/29935.html
dc.subject Chaos en
dc.subject Control en
dc.subject Evolutionary algorithms en
dc.subject Optimization en
dc.subject Parameter estimation en
dc.description.abstract This contribution deals with an investigation on optimization of the feedback control of chaos based on method of an artificial intelligence, namely the evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of deterministic chaos control. The optimizations were realized in several ways, each one for another set of control parameters or another cost function. Two evolutionary algorithms were used: differential evolution and SOMA (Self-Organizing Migrating Algorithm). For both algorithms each simulation was repeated several times to show and check robustness of used methods. Copyright © 2006 IFAC. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005001
utb.identifier.scopus 2-s2.0-79961004364
utb.source d-scopus
dc.date.accessioned 2015-06-04T12:56:32Z
dc.date.available 2015-06-04T12:56:32Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Navrátil, Eduard
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