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Evolutionary blackbox control of Logistic equation

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dc.title Evolutionary blackbox control of Logistic equation en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof 2009 European Control Conference, ECC 2009
dc.identifier.isbn 978-395241739-3
dc.date.issued 2009
dc.citation.spage 2652
dc.citation.epage 2657
dc.event.title 2009 10th European Control Conference, ECC 2009
dc.event.location Budapest
utb.event.state-en Hungary
utb.event.state-cs Maďarsko
dc.event.sdate 2009-08-23
dc.event.edate 2009-08-26
dc.type conferenceObject
dc.language.iso en
dc.publisher Institute of Electrical and Electronics Engineers (IEEE)
dc.relation.uri http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7074806
dc.description.abstract This research deals with optimization of the control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of the optimization of chaos control and to show a new approach of solving this problem and constructing new cost functions operating in 'blackbox mode' without previous exact mathematical analysis of the system, thus without knowledge of stabilizing target state. Three different cost functions are presented and tested here. As a model of deterministic chaotic system, the one dimensional Logistic equation was used. The optimizations were realized in several ways, each one for another desired periodic orbit. 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 cost function. Presented results lend weight to the argument, that proposed CFs gives satisfactory results. © 2009 EUCA. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004557
utb.identifier.obdid 43861085
utb.identifier.scopus 2-s2.0-84955184473
utb.source d-scopus
dc.date.accessioned 2015-05-28T11:39:20Z
dc.date.available 2015-05-28T11:39:20Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Komínková Oplatková, Zuzana
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