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Performance of Multi-chaotic PSO on a shifted benchmark functions set

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dc.title Performance of Multi-chaotic PSO on a shifted benchmark functions set en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (ICNAAM-2014)
dc.identifier.issn 0094-243X Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-0-7354-1287-3
dc.date.issued 2015
utb.relation.volume 1648
dc.event.title International Conference on Numerical Analysis and Applied Mathematics (ICNAAM)
dc.event.location Rhodes
utb.event.state-en Greece
utb.event.state-cs Řecko
dc.event.sdate 2014-09-22
dc.event.edate 2014-09-28
dc.type conferenceObject
dc.language.iso en
dc.publisher American Institute of Physics (AIP)
dc.identifier.doi 10.1063/1.4912778
dc.relation.uri http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4912778
dc.subject Particle swarm optimization en
dc.subject PSO en
dc.subject Chaos en
dc.subject Shifted functions en
dc.subject Multi-chaotic en
dc.subject Pseudo-random numbers en
dc.description.abstract In this paper the performance of Multi-chaotic PSO algorithm is investigated using two shifted benchmark functions. The purpose of shifted benchmark functions is to simulate the time-variant real-world problems. The results of chaotic PSO are compared with canonical version of the algorithm. It is concluded that using the multi-chaotic approach can lead to better results in optimization of shifted functions. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005217
utb.identifier.obdid 43874658
utb.identifier.scopus 2-s2.0-84939650054
utb.identifier.wok 000355339703054
utb.source d-wok
dc.date.accessioned 2015-07-15T08:42:21Z
dc.date.available 2015-07-15T08:42:21Z
dc.rights.access openAccess
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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