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Preliminary study on the particle swarm optimization with the particle performance evaluation

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dc.title Preliminary study on the particle swarm optimization with the particle performance evaluation en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof Artificial Intelligence and Soft Computing 2014, Part I
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-319-07172-5
dc.identifier.isbn 978-3-319-07173-2
dc.date.issued 2014
utb.relation.volume 8467
dc.citation.spage 395
dc.citation.epage 405
dc.event.title 13th International Conference on Artificial Intelligence and Soft Computing (ICAISC)
dc.event.location Zakopane
utb.event.state-en Poland
utb.event.state-cs Polsko
dc.event.sdate 2014-06-01
dc.event.edate 2014-06-05
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer-Verlag Berlin
dc.identifier.doi 10.1007/978-3-319-07173-2_34
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-07173-2_34
dc.subject PSO en
dc.subject Swarm intelligence en
dc.subject Performance evaluation en
dc.subject Optimization en
dc.description.abstract In this paper, the novel concept of particle performance evaluation within the particle swarm optimization algorithm (PSO) is introduced. In this method the contribution of each particle to the process of obtaining the global best solution is investigated periodically. For the particle with no contribution to the global best solution over a given number of iterations the velocity calculation is changed; in the case of this presented research, in order to improve its performance towards the global trend. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003896
utb.identifier.obdid 43871681
utb.identifier.scopus 2-s2.0-84902602838
utb.identifier.wok 000341246000034
utb.source d-wok
dc.date.accessioned 2014-11-19T09:24:05Z
dc.date.available 2014-11-19T09:24:05Z
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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