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Investigation on the Performance of a New Multiple Choice Strategy for PSO Algorithm in the task of Large Scale Optimization Problems

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dc.title Investigation on the Performance of a New Multiple Choice Strategy for PSO Algorithm in the task of Large Scale Optimization Problems en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof 2013 IEEE Congress on Evolutionary Computation, CEC 2013
dc.identifier.isbn 978-1-4799-0454-9
dc.identifier.isbn 978-1-4799-0453-2
dc.identifier.isbn 978-1-4799-0452-5
dc.date.issued 2013
dc.citation.spage 2007
dc.citation.epage 2011
dc.event.title IEEE Congress on Evolutionary Computation
dc.event.location Cancún
utb.event.state-en Mexico
utb.event.state-cs Mexiko
dc.event.sdate 2013-06-20
dc.event.edate 2013-06-23
dc.type conferenceObject
dc.language.iso en
dc.publisher The Institute of Electrical and Electronics Engineers (IEEE) en
dc.identifier.doi 10.1109/CEC.2013.6557805
dc.relation.uri http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557805
dc.subject Evolutionary algorithm en
dc.subject Particle swarm optimization en
dc.subject PSO en
dc.subject optimization en
dc.description.abstract In this paper, a novel strategy for particle swarm optimization is presented and investigated over its ability to improve the performance of PSO algorithm in the task of large scale optimization problems. This proposed strategy alters the way the velocity of each particle is determined. Promising results of this innovative strategy are presented in the results section and briefly analyzed. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003575
utb.identifier.obdid 43870268
utb.identifier.scopus 2-s2.0-84881563441
utb.identifier.wok 000326235302002
utb.source d-wok
dc.date.accessioned 2013-12-18T16:07:42Z
dc.date.available 2013-12-18T16:07:42Z
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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