Chaos PSO algorithm driven alternately by two different chaotic maps - an initial study

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Davendra, Donald David

dc.title	Chaos PSO algorithm driven alternately by two different chaotic maps - an initial study	en
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Zelinka, Ivan
dc.contributor.author	Davendra, Donald David
dc.relation.ispartof	2013 IEEE Congress on Evolutionary Computation, CEC 2013
dc.identifier.isbn	978-1-4799-0454-9
dc.identifier.isbn	978-1-4799-0453-2
dc.identifier.isbn	978-1-4799-0452-5
dc.date.issued	2013
dc.citation.spage	2444
dc.citation.epage	2449
dc.event.title	IEEE Congress on Evolutionary Computation
dc.event.location	Cancún
utb.event.state-en	Mexico
utb.event.state-cs	Mexiko
dc.event.sdate	2013-06-20
dc.event.edate	2013-06-23
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	The Institute of Electrical and Electronics Engineers (IEEE)	en
dc.identifier.doi	10.1109/CEC.2013.6557862
dc.relation.uri	http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6557862&queryText%3DChaos+PSO+Algorithm+Driven+Alternately+by+two+Different+Chaotic+Maps+-+an+Initial+Study
dc.subject	Particle swarm optimization	en
dc.subject	chaos	en
dc.subject	PSO	en
dc.subject	Swarm intelligence	en
dc.subject	Evolutionary algorithm	en
dc.subject	optimization	en
dc.description.abstract	In this paper, a new approach for chaos driven PSO algorithm is proposed. Two different chaotic maps are alternately used as pseudorandom number generators and switched over during the run of chaos driven PSO algorithm. The motivation for this research came from the previous successful experiments with PSO algorithm driven by different chaotic maps. Promising results of this innovative approach are presented in the results section and briefly analyzed.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1003576
utb.identifier.obdid	43870269
utb.identifier.scopus	2-s2.0-84881587992
utb.identifier.wok	000326235302059
utb.source	d-wok
dc.date.accessioned	2013-12-18T16:07:42Z
dc.date.available	2013-12-18T16:07:42Z
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Zelinka, Ivan