About: Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms.

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About: Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms. Goto Sponge NotDistinct Permalink

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The application of Differential Evolution (DE) to the task of PID controller optimization is explored in this chapter. DE is applied in two variants; canonical and chaos mutated. DE canonical version uses a random number generator where as the chaos mutated version uses chaotic maps as the mutation generator. These two variants are applied to three different systems in order to gauge their effectiveness. The results present two main points. The first is the effectiveness of DE over tuning algorithms and other metaheuristics. The second is the competitiveness and effectiveness of embedding chaotic systems in DE. The application of Differential Evolution (DE) to the task of PID controller optimization is explored in this chapter. DE is applied in two variants; canonical and chaos mutated. DE canonical version uses a random number generator where as the chaos mutated version uses chaotic maps as the mutation generator. These two variants are applied to three different systems in order to gauge their effectiveness. The results present two main points. The first is the effectiveness of DE over tuning algorithms and other metaheuristics. The second is the competitiveness and effectiveness of embedding chaotic systems in DE. (en)
Title	Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms. Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms. (en)
skos:prefLabel	Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms. Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms. (en)
skos:notation	RIV/70883521:28140/10:63508866!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 Davendra, Donald
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	252093
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/10:63508866
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Chaos; Control; Optimization; Evolutionary algorithms; Differential Evolution; PID (en)
http://linked.open.../riv/klicoveSlovo	Control Optimization PID Chaos Differential Evolution Evolutionary algorithms
http://linked.open...ontrolniKodProRIV	[E43593F87D93]
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...vEdiceCisloSvazku	7
http://linked.open...i/riv/nazevZdroje	Evolutionary Algorithms and Chaotic Systems
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...v/pocetStranKnihy	521 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (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	Zelinka, Ivan Davendra, Donald
http://linked.open...n/vavai/riv/zamer	Multifunctional Composite Systems Based on Natural and Synthetic Polymers
number of pages	34 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. Berlin
https://schema.org/isbn	978-3-642-10706-1
http://localhost/t...ganizacniJednotka	28140
is http://linked.open...avai/riv/vysledek of	Controller parameters optimization on a representative set of systems using deterministic-chaotic- mutation evolutionary algorithms.

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