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Evolutionary optimization of chaos control - a new approach

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dc.title Evolutionary optimization of chaos control - a new approach en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof 22nd European Conference on Modelling and Simulation, Proceedings
dc.identifier.isbn 978-0-9553018-5-8
dc.date.issued 2008
dc.citation.spage 218
dc.citation.epage 223
dc.event.title 22nd European Conference on Modelling and Simulation (ECMS 2008)
dc.event.location Nicosia
utb.event.state-en Cyprus
utb.event.state-cs Kypr
dc.event.sdate 2008-06-03
dc.event.edate 2008-06-06
dc.type conferenceObject
dc.language.iso en
dc.publisher European Council for Modelling and Simulation (ECMS) en
dc.relation.uri http://www.scs-europe.net/conf/ecms2008/ecms2008%20CD/ecms2008%20pdf/is-ECMS2008_0133.pdf
dc.subject Chaos en
dc.subject control en
dc.subject optimization en
dc.subject evolutionary algorithms en
dc.subject parameter estimation en
dc.description.abstract This research deals with optimization of the control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of the optimization of chaos 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 target state. As a model of deterministic chaotic system, the two dimensional Henon map was used. The optimizations was realized in several ways, each one for another desired periodic orbit. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. For each version, repeated simulations were conducted to outline the effectiveness and robustness of used method and cost function. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001899
utb.identifier.rivid RIV/70883521:28140/08:63507076!RIV09-GA0-28140___
utb.identifier.obdid 43855825
utb.identifier.scopus 2-s2.0-84857733406
utb.identifier.wok 000261605800032
utb.source d-wok
dc.date.accessioned 2011-08-09T07:34:10Z
dc.date.available 2011-08-09T07:34:10Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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