About: Evolutionary Blackbox Control of Logistic Equation

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Evolutionary Blackbox Control of Logistic Equation Evolutionary Blackbox Control of Logistic Equation (en)
skos:prefLabel	Evolutionary Blackbox Control of Logistic Equation Evolutionary Blackbox Control of Logistic Equation (en)
skos:notation	RIV/70883521:28140/09:63507983!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
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	313994
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/09:63507983
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	[29B8B8C15E1A]
http://linked.open...v/mistoKonaniAkce	Budapest, Hungary
http://linked.open...i/riv/mistoVydani	San Ramon
http://linked.open...i/riv/nazevZdroje	European Control Conference 2009
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (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
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-08-26 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	EUCA
https://schema.org/isbn	978-963-311-369-1
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Evolutionary Blackbox Control of Logistic Equation Evolutionary Blackbox Control of Logistic Equation Evolutionary Blackbox Control of Logistic Equation Evolutionary Blackbox Control of Logistic Equation

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