About: Evolutionary Techniques for Control of Discrete Chaotic Logistic Equation

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This work deals with optimization of the control of discrete chaotic logistic equation by means of evolutionary algorithms. The main aim of this paper is to show that powerful optimizing tools like evolutionary algorithms can be in reality used for the optimization of deterministic chaos control. This work is aimed on explanation of how to use evolutionary algorithms (EAs) and how to properly define the cost function (CF). Five new approaches for constructing the cost functions leading to satisfactory results are presented here. These CF secure fast and precise stabilization of chaotic system. Desired target states of controlled chaotic system were following unstable periodic orbits (UPO): p-1 (fixed point), p-2 and p-4 orbit. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. At the end, the brief overview of most important results is also presented. This work deals with optimization of the control of discrete chaotic logistic equation by means of evolutionary algorithms. The main aim of this paper is to show that powerful optimizing tools like evolutionary algorithms can be in reality used for the optimization of deterministic chaos control. This work is aimed on explanation of how to use evolutionary algorithms (EAs) and how to properly define the cost function (CF). Five new approaches for constructing the cost functions leading to satisfactory results are presented here. These CF secure fast and precise stabilization of chaotic system. Desired target states of controlled chaotic system were following unstable periodic orbits (UPO): p-1 (fixed point), p-2 and p-4 orbit. The evolutionary algorithm Self-Organizing Migrating Algorithm (SOMA) was used in four versions. At the end, the brief overview of most important results is also presented. (en)
Title	Evolutionary Techniques for Control of Discrete Chaotic Logistic Equation Evolutionary Techniques for Control of Discrete Chaotic Logistic Equation (en)
skos:prefLabel	Evolutionary Techniques for Control of Discrete Chaotic Logistic Equation Evolutionary Techniques for Control of Discrete Chaotic Logistic Equation (en)
skos:notation	RIV/70883521:28140/10:63508860!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...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Zelinka, Ivan Oplatková, Zuzana Šenkeřík, Roman
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	258057
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63508860
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos; Control; Optimization; Evolutionary algorithms; SOMA (en)
http://linked.open.../riv/klicoveSlovo	SOMA Control Optimization Chaos Evolutionary algorithms
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[31887CC3B106]
http://linked.open...i/riv/nazevZdroje	Journal of Communication and Computer
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	2010
http://linked.open...v/svazekPeriodika	7
http://linked.open...iv/tvurceVysledku	Oplatková, Zuzana Zelinka, Ivan Šenkeřík, Roman
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
issn	1548-7709
number of pages	8 (xsd:int)
http://localhost/t...ganizacniJednotka	28140

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