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Optimal control of evolutionary synthesized chaotic system

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dc.title Optimal control of evolutionary synthesized chaotic system en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Oplatková, Zuzana
dc.relation.ispartof MENDEL 2009
dc.identifier.issn 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-80-214-3884-2
dc.date.issued 2009
dc.citation.spage 220
dc.citation.epage 227
dc.event.title 15th International Conference on Soft Computing
dc.event.location Brno
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2009-06-24
dc.event.edate 2009-06-26
dc.type conferenceObject
dc.language.iso en
dc.publisher Vysoké učení technické v Brně cs
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 work deals with the synthesis and subsequent control of discrete chaotic system by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of synthesis of new discrete 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. Three different cost functions are presented and tested here. 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 result and described method can be considered as a, simple tool as to how to check the controllability of new synthesized chaotic system without any numerical analysis. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001795
utb.identifier.rivid RIV/70883521:28140/09:63507981!RIV10-MSM-28140___
utb.identifier.obdid 43861075
utb.identifier.scopus 2-s2.0-84885447828
utb.identifier.wok 000273029500034
utb.source d-wok
dc.date.accessioned 2011-08-09T07:33:58Z
dc.date.available 2011-08-09T07:33:58Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Oplatková, Zuzana
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