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Comparison of evolutionary algorithms in the task of chaos control optimization

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dc.title Comparison of evolutionary algorithms in the task of chaos control optimization en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald David
dc.relation.ispartof 2007 IEEE Congress on Evolutionary Computation, Vols 1-10, Proceedings
dc.identifier.isbn 978-1-4244-1339-3
dc.date.issued 2007
dc.citation.spage 3952
dc.citation.epage 3958
dc.event.title IEEE Congress on Evolutionary Computation
dc.event.location Singapore
utb.event.state-en Singapore
utb.event.state-cs Singapur
dc.event.sdate 2007-09-25
dc.event.edate 2007-09-28
dc.type conferenceObject
dc.language.iso en
dc.publisher The Institute of Electrical and Electronics Engineers (IEEE) en
dc.identifier.doi 10.1109/CEC.2007.4424986
dc.relation.uri http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4424986
dc.description.abstract This work deals with optimization of the control of chaos by means of the evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of optimization of chaos control leading to satisfactory results. As a model of deterministic chaotic system, the two dimensional Henon map was used. The optimization was realized in several ways, each one for another evolutionary algorithm or another desired periodic orbit and behavior of system. The evolutionary algorithms, SOMA (Self-Organizing Migrating Algorithm) and DE (Differential Evolution) were used in several versions. For each version, simulations were repeated 50 times to show and check robustness of the used method and constructed cost function. At the end of this work the results of optimized chaos control are compared with classical control technique - OGY. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001936
utb.identifier.obdid 15553639
utb.identifier.scopus 2-s2.0-70449772149
utb.identifier.wok 000256053703011
utb.source d-wok
dc.date.accessioned 2011-08-09T07:34:16Z
dc.date.available 2011-08-09T07:34:16Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Davendra, Donald David
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