About: Chaos Driven Differential Evolution in the Task of Chaos Control Optimization

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper focuses on the application of chaos driven Differential Evolution to the chaos control optimization problem. The focus of this paper is the embedding of chaotic systems in the form of the chaos number generator for Differential Evolution. The aim of this paper is also to show extreme sensitivity of quality of results on the selection of evolutionary algorithm, setting-up of evolutionary algorithm, construction of cost function and any small change in its design. As a model of deterministic chaotic system, the two dimensional Henon map was used. Two complex targeting cost functions were tested in this work. The optimization was realized in several ways, each one for another desired behavior of system. Repeated simulations demonstrated the robustness of the used method and constructed cost function. Finally, the obtained results are compared with evolutionary algorithms, Self-Organizing Migrating Algorithm (SOMA) and canonical Differential Evolution. This paper focuses on the application of chaos driven Differential Evolution to the chaos control optimization problem. The focus of this paper is the embedding of chaotic systems in the form of the chaos number generator for Differential Evolution. The aim of this paper is also to show extreme sensitivity of quality of results on the selection of evolutionary algorithm, setting-up of evolutionary algorithm, construction of cost function and any small change in its design. As a model of deterministic chaotic system, the two dimensional Henon map was used. Two complex targeting cost functions were tested in this work. The optimization was realized in several ways, each one for another desired behavior of system. Repeated simulations demonstrated the robustness of the used method and constructed cost function. Finally, the obtained results are compared with evolutionary algorithms, Self-Organizing Migrating Algorithm (SOMA) and canonical Differential Evolution. (en)
Title	Chaos Driven Differential Evolution in the Task of Chaos Control Optimization Chaos Driven Differential Evolution in the Task of Chaos Control Optimization (en)
skos:prefLabel	Chaos Driven Differential Evolution in the Task of Chaos Control Optimization Chaos Driven Differential Evolution in the Task of Chaos Control Optimization (en)
skos:notation	RIV/70883521:28140/10:63508864!RIV11-GA0-28140___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/09/1680), Z(MSM7088352101)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Zelinka, Ivan Oplatková, Zuzana Šenkeřík, Roman Davendra, Donald
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	250352
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63508864
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos; Control; Optimization; Evolutionary algorithms; Differential evolution (en)
http://linked.open.../riv/klicoveSlovo	Control Optimization Differential evolution Chaos Evolutionary algorithms
http://linked.open...ontrolniKodProRIV	[09838F05106C]
http://linked.open...v/mistoKonaniAkce	Barcelona, Spain
http://linked.open...i/riv/nazevZdroje	2010 IEEE World congress on Computational Intelligence
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Control Algorithm Design by Means of Evolutionary Approach
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Oplatková, Zuzana Zelinka, Ivan Šenkeřík, Roman Davendra, Donald
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-01-01 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Control Systems Society
https://schema.org/isbn	978-1-4244-6910-9
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Chaos Driven Differential Evolution in the Task of Chaos Control Optimization

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