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Controller parameters optimization on a representative set of systems using deterministic-chaotic-mutation evolutionary algorithms

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dc.title Controller parameters optimization on a representative set of systems using deterministic-chaotic-mutation evolutionary algorithms en
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof Evolutionary Algorithms and Chaotic Systems
dc.relation.ispartof Studies in Computational Intelligence
dc.identifier.issn 1860-949X Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-642-10706-1
dc.date.issued 2010
utb.relation.volume 267
dc.citation.spage 447
dc.citation.epage 480
dc.event.location Heidelberg
utb.event.state-en Germany
utb.event.state-cs Německo
dc.type bookPart
dc.type article
dc.language.iso en
dc.publisher Springer-Verlag. Berlin
dc.identifier.doi 10.1007/978-3-642-10707-8_14
dc.relation.uri http://www.springerlink.com/content/w8t414k2027r805r/
dc.subject Chaos en
dc.subject Control en
dc.subject Optimization en
dc.subject Evolutionary algorithms en
dc.subject Differential Evolution en
dc.subject PID en
dc.description.abstract The application of Differential Evolution (DE) to the task of PID controller optimization is explored in this chapter. DE is applied in two variants; canonical and chaos mutated. DE canonical version uses a random number generator where as the chaos mutated version uses chaotic maps as the mutation generator. These two variants are applied to three different systems in order to gauge their effectiveness. The results present two main points. The first is the effectiveness of DE over tuning algorithms and other metaheuristics. The second is the competitiveness and effectiveness of embedding chaotic systems in DE. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006049
utb.identifier.rivid RIV/70883521:28140/10:63508866!RIV11-GA0-28140___
utb.identifier.obdid 43864613
utb.identifier.scopus 2-s2.0-77950286802
utb.identifier.wok 000275281800014
utb.source c-riv
dc.date.accessioned 2016-04-28T10:37:39Z
dc.date.available 2016-04-28T10:37:39Z
dc.description.sponsorship P(GA102/09/1680), Z(MSM7088352101)
dc.format.extent 521
utb.identifier.utb-sysno 63240
utb.identifier.nkp 5222916
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Zelinka, Ivan
riv.obor IN
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