Impact of various chaotic maps on the performance of chaos enhanced PSO algorithm with inertia weight - An initial study

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

dc.title	Impact of various chaotic maps on the performance of chaos enhanced PSO algorithm with inertia weight - An initial study	en
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Zelinka, Ivan
dc.relation.ispartof	Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems
dc.identifier.issn	2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.issn	2194-5365 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-642-33226-5
dc.identifier.isbn	978-3-642-33227-2
dc.date.issued	2013
utb.relation.volume	192
dc.citation.spage	153
dc.citation.epage	166
dc.event.title	Nostradamus Conference
dc.event.location	Ostrava
utb.event.state-en	Czech Republic
utb.event.state-cs	Česká republika
dc.event.sdate	2012-09
dc.event.edate	2012-09
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	Springer-Verlag Berlin	en
dc.identifier.doi	10.1007/978-3-642-33227-2_18
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-642-33227-2_18
dc.description.abstract	In this paper, it is proposed the utilization of three different chaotic maps based number generators to enhance the performance of PSO algorithm with inertia weight. This initial study presents results of performance testing on several test functions. Results obtained for different chaotic generators are compared and briefly analyzed.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1003139
utb.identifier.obdid	43868913
utb.identifier.scopus	2-s2.0-84874604392
utb.identifier.wok	000313767300018
utb.source	d-wok
dc.date.accessioned	2013-02-24T06:52:25Z
dc.date.available	2013-02-24T06:52:25Z
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Zelinka, Ivan
utb.fulltext.affiliation	Michal Pluhacek, Roman Senkerik, and Ivan Zelinka Tomas Bata University in Zlin, Faculty of Applied Informatics, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic. {pluhacek,senkerik,zelinka}@fai.utb.cz
utb.fulltext.dates	-
utb.fulltext.sponsorship	This work was supported by European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2012/037.