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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 |
