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Investigation on realtime deterministic chaos control by means of evolutionary algorithms

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dc.title Investigation on realtime deterministic chaos control by means of evolutionary algorithms en
dc.contributor.author Zelinka, Ivan
dc.contributor.author Šenkeřík, Roman
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 190
dc.citation.epage 196
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.subject Chaos en
dc.subject Control en
dc.subject Coupled map lattices en
dc.subject Evolutionary algorithms en
dc.subject Optimization en
dc.subject Spatiotemporal chaos en
dc.description.abstract This contribution introduces an investigation on deterministic spatiotemporal chaos real-time control, based on evolutionary algorithms use. Problem is defined so that spatiotemporal chaos model would behave like real-time process. Two evolutionary algorithms are used for chaos control here: differential evolution and self-organizing migrating algorithm in total number of 10 versions (SOMA in 4, DE in 6). Like a model of spatiotemporal chaos so called coupled map lattices based on logistic equation are used. Main aim of this investigation was to show that evolutionary algorithms are capable of real-time control of deterministic chaos when cost function is properly defined. Investigation consists of three different case studies with increasing calculation complexity. For both algorithms each simulation was 100 times repeated 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/10563/1005000
utb.identifier.scopus 2-s2.0-79961006858
utb.source d-scopus
dc.date.accessioned 2015-06-04T12:56:32Z
dc.date.available 2015-06-04T12:56:32Z
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Navrátil, Eduard
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