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Multi-swarm aproach for chaotic PSO algorithm - An initial study

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dc.title Multi-swarm aproach for chaotic PSO algorithm - An initial study en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof MENDEL 2014
dc.identifier.issn 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2014
utb.relation.volume 2014-January
utb.relation.issue January
dc.citation.spage 141
dc.citation.epage 146
dc.event.title 20th International Conference on Soft Computing: Evolutionary Computation, Genetic Programming, Swarm Intelligence, Fuzzy Logic, Neural Networks, Fractals, Bayesian Methods, MENDEL 2014
dc.event.location Brno
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2014-06-25
dc.event.edate 2014-06-27
dc.type conferenceObject
dc.language.iso en
dc.publisher Brno University of Technology
dc.subject Chaos en
dc.subject Multi-swarm en
dc.subject Optimization en
dc.subject Particle Swarm en
dc.subject PSO en
dc.description.abstract In this study the Particle Swarm Optimization (PSO) algorithm with two simultaneously used chaotic pseudorandom number generators (CPRNG) is investigated. The swarm is divided into two same-size sub-swarms of particles. Each sub-swarm is driven by different CPRNG. Six different chaotic systems are tested in various combinations. The results of proposed algorithm on IEEE CEĆ13 Real-Parameter Single Objective Optimization benchmark set are presented and compared with the best performing PSO based algorithm in the competition. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005274
utb.identifier.obdid 43871690
utb.identifier.scopus 2-s2.0-84938080868
utb.source d-scopus
dc.date.accessioned 2015-08-28T12:04:59Z
dc.date.available 2015-08-28T12:04:59Z
dc.description.sponsorship ESF, European Science Foundation; GACR, European Science Foundation
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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