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Evolutionary optimisation of Hénon map control: A black box approach

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dc.title Evolutionary optimisation of Hénon map control: A black box approach en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald David
dc.contributor.author Oplatková, Zuzana
dc.relation.ispartof International Journal of Operational Research
dc.identifier.issn 1745-7645 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2012
utb.relation.volume 13
utb.relation.issue 2
dc.citation.spage 129
dc.citation.epage 146
dc.type article
dc.language.iso en
dc.publisher Inderscience Publishers en
dc.identifier.doi 10.1504/IJOR.2012.045183
dc.relation.uri http://www.inderscience.com/offer.php?id=45183
dc.subject Chaos control en
dc.subject DE en
dc.subject Differential evolution en
dc.subject EAs en
dc.subject Evolutionary algorithms en
dc.subject Optimization en
dc.subject Self-organising migrating algorithm en
dc.subject SOMA en
dc.description.abstract This paper deals with the usage of heuristics for the optimisation of the control of chaotic system. The main aim of this paper is to show a new approach of solving this problem and constructing new cost functions (CFs) operating in 'black box mode' without a previous exact mathematical analysis of the system, thus without knowledge of the stabilising target state. Three proposals of 'black box' mode CFs were tested in this paper. As a model of deterministic chaotic system, the two-dimensional Hénon map was used. The optimisations were realised in several ways, each one for another desired state of system. Evolutionary algorithms (EAs) self-organising migrating algorithm and differential evolution were used. For each version, repeated simulations were conducted to outline the effectiveness and robustness of the used method and CF. © 2012 Inderscience Enterprises Ltd. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1002757
utb.identifier.rivid RIV/70883521:28140/12:43868022!RIV13-MSM-28140___
utb.identifier.obdid 43868113
utb.identifier.scopus 2-s2.0-84857303448
utb.source j-scopus
dc.date.accessioned 2012-03-19T11:41:57Z
dc.date.available 2012-03-19T11:41:57Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Oplatková, Zuzana
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