Chaos enhanced repulsive MC-PSO/DE hybrid

Pluháček, Michal; Šenkeřík, Roman; Viktorin, Adam; Zelinka, Ivan

dc.title	Chaos enhanced repulsive MC-PSO/DE hybrid	en
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Viktorin, Adam
dc.contributor.author	Zelinka, Ivan
dc.relation.ispartof	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.identifier.issn	0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-319-39377-3
dc.identifier.isbn	978-3-319-39378-0
dc.date.issued	2016
utb.relation.volume	9692
dc.citation.spage	465
dc.citation.epage	475
dc.event.title	15th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2016
dc.event.location	Zakopane
utb.event.state-en	Poland
utb.event.state-cs	Polsko
dc.event.sdate	2016-06-12
dc.event.edate	2016-06-16
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	Springer Verlag
dc.identifier.doi	10.1007/978-3-319-39378-0_40
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-319-39378-0_40
dc.subject	Chaos	en
dc.subject	DE	en
dc.subject	Differential evolution	en
dc.subject	Hybrid method	en
dc.subject	Particle swarm optimization	en
dc.subject	PSO	en
dc.description.abstract	In this paper a previously proposed method is extended with pseudo-random number generator based on chaotic sequences. Several recent approaches for designing the evolutionary computational techniques are merged in the proposed method. The proposed method represents a hybridization of heterogeneous swarm based PSO and differential evolution extended with the chaotic sequences implementation. The performance of the proposed method is tested on IEEE CEC 2013 benchmark set. © Springer International Publishing Switzerland 2016.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1006553
utb.identifier.obdid	43876184
utb.identifier.scopus	2-s2.0-84976609610
utb.identifier.wok	000389514800040
utb.source	d-scopus
dc.date.accessioned	2016-08-09T14:02:58Z
dc.date.available	2016-08-09T14:02:58Z
dc.description.sponsorship	P103/15/06700S, GACR, Grantová Agentura Ceské Republiky
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Viktorin, Adam
utb.fulltext.affiliation	Michal Pluhacek 1, Roman Senkerik 1, Adam Viktorin 1, Ivan Zelinka 2 1 Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {pluhacek,senkerik}@fai.utb.cz 2 Faculty of Electrical Engineering and Computer Science, Technical University of Ostrava, 17. Listopadu 15, 708 33 Ostrava-poruba, Czech Republic ivan.zelinka@vsb.cz
utb.fulltext.dates	-
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics