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Design of targeting cost function for evolutionary optimization of chaos control

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dc.title Design of targeting cost function for evolutionary optimization of chaos control en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Navrátil, Eduard
dc.relation.ispartof 21st European Conference on Modelling and Simulation ECMS 2007: Simulations in United Europe
dc.identifier.isbn 978-0-9553018-2-7
dc.date.issued 2007
dc.citation.spage 345
dc.citation.epage 350
dc.event.title 21st European Conference on Modelling and Simulation
dc.event.location Prague
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2007-06-04
dc.event.edate 2007-06-06
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/ecms2007/ecms2007-cd/ecms2007/ecms2007%20pdf/chcmst_0118.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 contribution 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 optimization of chaos control and to show several methods of constructing the complex targeting cost function leading to satisfactory results. As a model of deterministic chaotic system the two dimensional Henon map was used. The optimizations were realized in several ways, each one for another cost function or another desired periodic orbit. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. For each version, simulations were repeated several times to show and check robustness of used method and cost function. At the end of this work the results of optimized chaos control for each designed targeting cost function are compared. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001944
utb.identifier.obdid 15553636
utb.identifier.scopus 2-s2.0-77955760238
utb.identifier.wok 000252306400055
utb.source d-wok
dc.date.accessioned 2011-08-09T07:34:17Z
dc.date.available 2011-08-09T07:34:17Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Navrátil, Eduard
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