Extended initial study on the performance of enhanced PSO algorithm with Lozi chaotic map

Pluháček, Michal; Budíková, Věra; Šenkeřík, Roman; Oplatková, Zuzana; Zelinka, Ivan

dc.title	Extended initial study on the performance of enhanced PSO algorithm with Lozi chaotic map	en
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Budíková, Věra
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Oplatková, Zuzana
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	167
dc.citation.epage	177
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_19
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-642-33227-2_19
dc.description.abstract	In this paper, it is proposed the utilization of discrete Lozi map based chaos random number generator to enhance the performance of PSO algorithm with inertia weight. Performance tests and results are presented. Results are analyzed and compared with another evolutionary algorithm Tuning experiment was performed.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1003140
utb.identifier.obdid	43868914
utb.identifier.scopus	2-s2.0-84874595907
utb.identifier.wok	000313767300019
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	Budíková, Věra
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Oplatková, Zuzana
utb.contributor.internalauthor	Zelinka, Ivan
utb.fulltext.affiliation	Michal Pluhacek, Vera Budikova, Roman Senkerik, Zuzana Oplatkova, and Ivan Zelinka Tomas Bata University in Zlin, Faculty of Applied Informatics, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {pluhacek,budikova,senkerik,oplatkova,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, by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2012/042 and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2012/037.