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