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Evolutionary synthesis and control of chaotic systems

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dc.title Evolutionary synthesis and control of chaotic systems en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Oplatková, Zuzana
dc.contributor.author Davendra, Donald David
dc.relation.ispartof IFAC Proceedings Volumes (IFAC-PapersOnline)
dc.identifier.issn 1474-6670 OCLC, Ulrich, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783902661654
dc.date.issued 2009
utb.relation.volume 2
utb.relation.issue PART 1
dc.citation.spage 302
dc.citation.epage 307
dc.event.title 2nd IFAC Conference on Analysis and Control of Chaotic Systems, CHAOS09
dc.event.location London
utb.event.state-en United Kingdom
utb.event.state-cs Spojené království
dc.event.sdate 2009-06-22
dc.event.edate 2009-06-24
dc.type conferenceObject
dc.language.iso en
dc.identifier.doi 10.3182/20090622-3-UK-3004.00057
dc.relation.uri http://www.ifac-papersonline.net/Detailed/42885.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 research deals with the synthesis and control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of synthesis of new chaotic system and optimization of its control and to show a new approach of solving this problem and constructing new cost functions operating in "blackbox mode" without previous exact mathematical analysis of the system, thus without knowledge of stabilizing of the target state. Three different cost functions are presented and tested. The optimizations were achieved in several ways, each one for another desired periodic orbit. The evolutionary algorithm, Self-Organizing Migrating Algorithm (SOMA) was used in its four versions. For each version, repeated simulations were conducted to outline the effectiveness and robustness of used method and cost function. Presented results lend weight to the argument, that proposed cost functions give satisfactory results. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004906
utb.identifier.scopus 2-s2.0-79960954405
utb.source d-scopus
dc.date.accessioned 2015-06-04T12:55:57Z
dc.date.available 2015-06-04T12:55:57Z
dc.rights Attribution-NonCommercial-NoDerivs 3.0 Unported
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/
dc.rights.access openAccess
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Oplatková, Zuzana
utb.contributor.internalauthor Davendra, Donald David
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