About: Evolutionary Synthesis and Control of Chaotic Systems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This research deals with the synthesis and control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of synthesis of new chaotic system and optimization of its 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 of the target state. Three different cost functions are presented and tested. The optimizations were achieved in several ways, each one for another desired periodic orbit. The evolutionary algorithm, Self-Organizing Migrating Algorithm (SOMA) was used in its 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 cost functions give satisfactory results. This research deals with the synthesis and control of chaos by means of evolutionary algorithms. The main aim of this work is to show that evolutionary algorithms are capable of synthesis of new chaotic system and optimization of its 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 of the target state. Three different cost functions are presented and tested. The optimizations were achieved in several ways, each one for another desired periodic orbit. The evolutionary algorithm, Self-Organizing Migrating Algorithm (SOMA) was used in its 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 cost functions give satisfactory results. (en)
Title	Evolutionary Synthesis and Control of Chaotic Systems Evolutionary Synthesis and Control of Chaotic Systems (en)
skos:prefLabel	Evolutionary Synthesis and Control of Chaotic Systems Evolutionary Synthesis and Control of Chaotic Systems (en)
skos:notation	RIV/70883521:28140/09:63507980!RIV10-MSM-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	2010
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	314008
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/09:63507980
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos Control; deterministic chaos; estimation of parameters; optimization; evolutionary algorithms; SOMA. (en)
http://linked.open.../riv/klicoveSlovo	SOMA. evolutionary algorithms Chaos Control optimization deterministic chaos estimation of parameters
http://linked.open...ontrolniKodProRIV	[076600BAD7DE]
http://linked.open...v/mistoKonaniAkce	London, UK
http://linked.open...i/riv/mistoVydani	Soul
http://linked.open...i/riv/nazevZdroje	2nd IFAC Conference on Analysis and Control of Chaotic Systems
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	2009
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	2009-06-24 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
issn	1474-6670
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	International Federation of Automatic Control
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Evolutionary Synthesis and Control of Chaotic Systems Evolutionary Synthesis and Control of Chaotic Systems Evolutionary Synthesis and Control of Chaotic Systems Evolutionary Synthesis and Control of Chaotic Systems

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