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An investigation on evolutionary identification of continuous chaotic systems

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dc.title An investigation on evolutionary identification of continuous chaotic systems en Zelinka, Ivan Davendra, Donald David Šenkeřík, Roman Jašek, Roman
dc.relation.ispartof Proceedings of the Fourth Global Conference on Power Control and Optimization
dc.identifier.issn 0094-243X OCLC, Ulrich, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-0-7354-0893-7 2011
utb.relation.volume 1337
dc.citation.spage 280
dc.citation.epage 284
dc.event.title 4th Global Conference on Power Control and Optimization
dc.event.location Sarawak
utb.event.state-en Malaysia
utb.event.state-cs Malajsie
dc.event.sdate 2010-12-02
dc.event.edate 2010-12-04
dc.type conferenceObject
dc.language.iso en
dc.publisher American Institute of Physics (AIP) en
dc.identifier.doi 10.1063/1.3592478
dc.subject SOMA en
dc.subject Lorenz system en
dc.subject PSO en
dc.description.abstract This paper discusses the possibility of using evolutionary algorithms for the reconstruction of chaotic systems. The main aim of this work is to show that evolutionary algorithms are capable of the reconstruction of chaotic systems without any partial knowledge of internal structure, i.e. based only on measured data. Algorithm SOMA was used in reported experiments here. Systems selected for numerical experiments here is the well-known Lorenz system. For each algorithm and its version, repeated simulations were done, totaling 20 simulations. According to obtained results it can be stated that evolutionary reconstruction is an alternative and promising way as to how to identify chaotic systems. en
utb.faculty Faculty of Applied Informatics
utb.identifier.rivid RIV/70883521:28140/10:63508873!RIV11-MSM-28140___
utb.identifier.obdid 43864731
utb.identifier.scopus 2-s2.0-80051561796
utb.identifier.wok 000291830300043
utb.source d-wok 2011-08-09T07:33:39Z 2011-08-09T07:33:39Z
dc.rights.access openAccess
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Jašek, Roman
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