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

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

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
utb.scopus.affiliation	Pluhacek M., Tomas Bata University in Zlín, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, nám. T.G. Masaryka 5555, Zlín, 760 01, Czech Republic; Senkerik R., Tomas Bata University in Zlín, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, nám. T.G. Masaryka 5555, Zlín, 760 01, Czech Republic; Zelinka I., Tomas Bata University in Zlín, Faculty of Applied Informatics, Department of Informatics and Artificial Intelligence, nám. T.G. Masaryka 5555, Zlín, 760 01, Czech Republic