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Comparing border strategies for roaming particles on single and Multi-Swarm PSO

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dc.title Comparing border strategies for roaming particles on single and Multi-Swarm PSO en
dc.contributor.author Kadavý, Tomáš
dc.contributor.author Pluháček, Michal
dc.contributor.author Viktorin, Adam
dc.contributor.author Šenkeřík, Roman
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319572604
dc.date.issued 2017
utb.relation.volume 573
dc.citation.spage 528
dc.citation.epage 536
dc.event.title 6th Computer Science On-line Conference, CSOC 2017
dc.event.sdate 2017-04-26
dc.event.edate 2017-04-29
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-57261-1_52
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-57261-1_52
dc.subject Multi-swarm en
dc.subject Particle swarm optimization en
dc.subject PSO en
dc.subject Roaming particles en
dc.subject Search space boundaries en
dc.description.abstract In this paper, the methods for handling particles that violate available search spaces are compared using a single and multi-swarm technique. The methods are soft borders and hypersphere universe. The goal is to compare this approaches and its combination. The comparisons are made on CEC’17 benchmark set functions. The experiments were carried out according to CEC benchmark rules and statistically evaluated. © Springer International Publishing AG 2017. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1007373
utb.identifier.obdid 43877168
utb.identifier.scopus 2-s2.0-85018667701
utb.identifier.wok 000405337000052
utb.source d-scopus
dc.date.accessioned 2017-09-08T12:14:47Z
dc.date.available 2017-09-08T12:14:47Z
dc.description.sponsorship P103/15/06700S, GACR;GAČR, Grantová Agentura České Republiky
dc.description.sponsorship Grant Agency of the Czech Republic - GACR [P103/15/06700S]; Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme [LO1303 (MSMT-7778/2014)]; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; Internal Grant Agency of Tomas Bata University [IGA/CebiaTech/2017/004]
utb.contributor.internalauthor Kadavý, Tomáš
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Viktorin, Adam
utb.contributor.internalauthor Šenkeřík, Roman
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