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MC-PSO/DE hybrid with repulsive strategy - Initial study

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dc.title MC-PSO/DE hybrid with repulsive strategy - Initial study en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald David
dc.relation.ispartof Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
dc.relation.ispartof Hybrid Artificial Intelligent Systems, HAIS 2015
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319196435
dc.date.issued 2015
utb.relation.volume 9121
dc.citation.spage 213
dc.citation.epage 220
dc.event.title 10th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2015
dc.event.location Bilbao
utb.event.state-en Spain
utb.event.state-cs Španělsko
dc.event.sdate 2015-06-22
dc.event.edate 2015-06-24
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer-Verlag
dc.identifier.doi 10.1007/978-3-319-19644-2_18
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-19644-2_18
dc.subject DE en
dc.subject Differential evolution en
dc.subject Particle swarm optimization en
dc.subject PSO en
dc.description.abstract In this initial study it is described the possible hybridization of advanced Particle Swarm Optimization (PSO) modification called MC-PSO and the Differential evolution (DE) algorithm. The advantage of hybridization of various evolutionary techniques is the shared benefit from various advantages of these methods. The motivation came from previous studies of the MC-PSO performance and behavior. The performance of the proposed method is tested on IEEE CEC 2013 benchmark set and compared with both PSO and DE. © Springer International Publishing Switzerland 2015. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005240
utb.identifier.obdid 43874042
utb.identifier.scopus 2-s2.0-84932167664
utb.identifier.wok 000363689900018
utb.identifier.coden LNAIE
utb.source d-scopus
dc.date.accessioned 2015-08-14T09:26:15Z
dc.date.available 2015-08-14T09:26:15Z
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
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