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Evolutionary and meta-evolutionary approach for the optimization of chaos control

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dc.title Evolutionary and meta-evolutionary approach for the optimization of chaos control en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Oplatková, Zuzana
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof Swarm and Evolutionary Computation
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-642-29352-8
dc.date.issued 2012
utb.relation.volume 7269
dc.citation.spage 350
dc.citation.epage 358
dc.event.title International Symposium on Swarm and Evolutionary Computation (EC) as part of the 11th International Conference on Artificial Intelligence and Soft Computing (ICAISC) / Symposium on Swarm Intelligence and Differential Evolution (SIDE)
dc.event.location Zakopane
utb.event.state-en Poland
utb.event.state-cs Polsko
dc.event.sdate 2012-04-29
dc.event.edate 2012-05-03
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer-Verlag Berlin en
dc.identifier.doi 10.1007/978-3-642-29353-5_41
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-642-29353-5_41
dc.subject Chaos control en
dc.subject Evolutionary algorithms en
dc.subject Optimization en
dc.subject Symbolic regression en
dc.subject SOMA en
dc.subject Differential evolution en
dc.description.abstract This paper deals with the optimization of control of Henon Map, which is a discrete chaotic system. This paper introduces and compares evolutionary approach representing tuning of parameters for an existing control method, as well as meta-evolutionary approach representing synthesis of whole control law by means of Analytic Programming (AP). These two approaches are used for the purpose of stabilization of the stable state and higher periodic orbits, which stand for oscillations between several values of chaotic system. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) were used. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003154
utb.identifier.rivid RIV/70883521:28140/12:43868976!RIV13-MSM-28140___
utb.identifier.obdid 43869189
utb.identifier.scopus 2-s2.0-84860681750
utb.identifier.wok 000314209500041
utb.source d-wok
dc.date.accessioned 2013-03-04T12:15:39Z
dc.date.available 2013-03-04T12:15:39Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Oplatková, Zuzana
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