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Cost function design for evolutionary optimization of deterministic chaos control

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dc.title Cost function design for evolutionary optimization of deterministic chaos control en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Navrátil, Eduard
dc.relation.ispartof 2007 European Control Conference, ECC 2007
dc.identifier.isbn 978-395241738-6
dc.date.issued 2015
dc.citation.spage 1682
dc.citation.epage 1687
dc.event.title 2007 9th European Control Conference, ECC 2007
dc.event.location Kos
utb.event.state-en Greece
utb.event.state-cs Řecko
dc.event.sdate 2007-07-02
dc.event.edate 2007-07-05
dc.type conferenceObject
dc.language.iso en
dc.publisher Institute of Electrical and Electronics Engineers (IEEE)
dc.relation.uri http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=7068382&queryText%3DCost+function+design+for+evolutionary+optimization+of+deterministic+chaos+control
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 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 and behavior of system. 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 cost function are compared. © 2007 EUCA. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004273
utb.identifier.obdid 15553638
utb.identifier.scopus 2-s2.0-84927748498
utb.source d-scopus
dc.date.accessioned 2015-05-22T08:01:40Z
dc.date.available 2015-05-22T08:01:40Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Navrátil, Eduard
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