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Advanced targeting cost function design for evolutionary optimization of control of logistic equation

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dc.title Advanced targeting cost function design for evolutionary optimization of control of logistic equation en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald David
dc.contributor.author Oplatková, Zuzana
dc.relation.ispartof Power Control and Optimization
dc.identifier.issn 0094-243X OCLC, Ulrich, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-0-7354-0785-5
dc.date.issued 2010
utb.relation.volume 1239
dc.citation.spage 341
dc.citation.epage 346
dc.event.title 3rd Global Conference on Power Control and Optimization
dc.event.location Gold Coast
utb.event.state-en Australia
utb.event.state-cs Austrálie
dc.event.sdate 2010-02-02
dc.event.edate 2010-02-04
dc.type conferenceObject
dc.language.iso en
dc.publisher American Institute of Physics (AIP) en
dc.identifier.doi 10.1063/1.3459770
dc.subject Chaos en
dc.subject control en
dc.subject optimization en
dc.subject evolutionary algorithms en
dc.description.abstract This research deals with the optimization of the control of chaos by means of evolutionary algorithms. This work is aimed on an explanation of how to use evolutionary algorithms (EAs) and how to properly define the advanced targeting cost function (CF) securing very fast and precise stabilization of desired state for any initial conditions. As a model of deterministic chaotic system, the one dimensional Logistic equation was used. 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 targeting CF. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001776
utb.identifier.rivid RIV/70883521:28140/10:63508862!RIV13-MSM-28140___
utb.identifier.obdid 43864403
utb.identifier.scopus 2-s2.0-77955736453
utb.identifier.wok 000283210500044
utb.source d-wok
dc.date.accessioned 2011-08-09T07:33:56Z
dc.date.available 2011-08-09T07:33:56Z
dc.rights.access openAccess
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Oplatková, Zuzana
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