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

Davendra, Donald David; Zelinka, Ivan

dc.title	Controller parameters optimization on a representative set of systems using deterministic-chaotic-mutation evolutionary algorithms	en
dc.contributor.author	Davendra, Donald David
dc.contributor.author	Zelinka, Ivan
dc.relation.ispartof	Evolutionary Algorithms and Chaotic Systems
dc.relation.ispartof	Studies in Computational Intelligence
dc.identifier.issn	1860-949X Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-642-10706-1
dc.date.issued	2010
utb.relation.volume	267
dc.citation.spage	447
dc.citation.epage	480
dc.event.location	Heidelberg
utb.event.state-en	Germany
utb.event.state-cs	Německo
dc.type	bookPart
dc.type	article
dc.language.iso	en
dc.publisher	Springer-Verlag. Berlin
dc.identifier.doi	10.1007/978-3-642-10707-8_14
dc.relation.uri	http://www.springerlink.com/content/w8t414k2027r805r/
dc.subject	Chaos	en
dc.subject	Control	en
dc.subject	Optimization	en
dc.subject	Evolutionary algorithms	en
dc.subject	Differential Evolution	en
dc.subject	PID	en
dc.description.abstract	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
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1006049
utb.identifier.rivid	RIV/70883521:28140/10:63508866!RIV11-GA0-28140___
utb.identifier.obdid	43864613
utb.identifier.scopus	2-s2.0-77950286802
utb.identifier.wok	000275281800014
utb.source	c-riv
dc.date.accessioned	2016-04-28T10:37:39Z
dc.date.available	2016-04-28T10:37:39Z
dc.description.sponsorship	P(GA102/09/1680), Z(MSM7088352101)
dc.format.extent	521
utb.identifier.utb-sysno	63240
utb.identifier.nkp	5222916
utb.contributor.internalauthor	Davendra, Donald David
utb.contributor.internalauthor	Zelinka, Ivan
riv.obor	IN