About: Application of Evolutionary Techniques for Optimization of Chaos Control

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This research deals with the optimization of control of Hénon Map, which is a discrete chaotic system. This work introduces and compares evolutionary approach representing tuning of parameters for an existing control method either with the standard cost function using the numerical desired state as the one of the input or blackbox type cost function, as well as meta-evolutionary approach representing synthesis of a whole control law by means of Analytic Programming (AP). These three approaches are used for the purpose of stabilization of the stable state and higher periodic orbits, which stand for oscillations between several values of chaotic system. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) were used. Copyrght Springer-Verlag Berlin Heidelberg 2013. This research deals with the optimization of control of Hénon Map, which is a discrete chaotic system. This work introduces and compares evolutionary approach representing tuning of parameters for an existing control method either with the standard cost function using the numerical desired state as the one of the input or blackbox type cost function, as well as meta-evolutionary approach representing synthesis of a whole control law by means of Analytic Programming (AP). These three approaches are used for the purpose of stabilization of the stable state and higher periodic orbits, which stand for oscillations between several values of chaotic system. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) were used. Copyrght Springer-Verlag Berlin Heidelberg 2013. (en)
Title	Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches (en)
skos:prefLabel	Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches (en)
skos:notation	RIV/70883521:28140/13:43870035!RIV14-GA0-28140___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0089), P(EE.2.3.20.0072), P(GA102/09/1680), P(GA13-08195S), S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Oplatková, Zuzana Jašek, Roman Šenkeřík, Roman
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
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	61723
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/13:43870035
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos Control, Optimization, Evolutionary Techniques, Symbolic Regression, Analytic Programming (en)
http://linked.open.../riv/klicoveSlovo	Analytic Programming Chaos Control Evolutionary Techniques Optimization Symbolic Regression
http://linked.open...ontrolniKodProRIV	[1B5E9F20E2EB]
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...vEdiceCisloSvazku	Intelligent Systems Reference Library, 38
http://linked.open...i/riv/nazevZdroje	Handbook of Optimization. From Classical to Modern Approach
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...v/pocetStranKnihy	1097 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Vysoce škálovatelné paralelní a distribuované metody zpracování vědeckých dat The Centre of Security, Information and Advanced Technologies (CEBIA-Tech) Control Algorithm Design by Means of Evolutionary Approach Development of human resources in research and development of latest soft computing methods and their application in practice
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Davendra, Donald David Jašek, Roman Zelinka, Ivan Šenkeřík, Roman Komínková Oplatková, Zuzana
number of pages	20 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-30504-7_31
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. Berlin
https://schema.org/isbn	978-3-642-30503-0
http://localhost/t...ganizacniJednotka	28140

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