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

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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.
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