Particle Swarm Optimization with Distance Based Repulsivity

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dc.contributor.authorPluhacek, Michal
dc.contributor.authorZelinka, Ivan
dc.contributor.authorSenkerik, Roman
dc.contributor.authorViktorin, Adam
dc.contributor.authorKadavy, Tomas
dc.coverage.issue2cs
dc.coverage.volume24cs
dc.date.accessioned2019-06-27T06:12:51Z
dc.date.available2019-06-27T06:12:51Z
dc.date.issued2018-12-21cs
dc.description.abstractIn this study, we propose a repulsive mechanism for the Particle Swarm Optimization algorithm that improves its performance on multi-modal problems. The repulsive mechanism is further extended with a distance-based modification. The results are presented and tested for statistical significance. We discuss the observations and propose further directions for the research.en
dc.formattextcs
dc.format.extent81–86cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMendel. 2018 vol. 24, č. 2, s. 81–86. ISSN 1803-3814cs
dc.identifier.doi10.13164/mendel.2018.2.081en
dc.identifier.issn2571-3701
dc.identifier.issn1803-3814
dc.identifier.urihttp://hdl.handle.net/11012/179253
dc.language.isoencs
dc.publisherInstitute of Automation and Computer Science, Brno University of Technologycs
dc.relation.ispartofMendelcs
dc.relation.urihttps://mendel-journal.org/index.php/mendel/article/view/21cs
dc.rights.accessopenAccessen
dc.subjectSwarm Intelligenceen
dc.subjectParticle Swarm Optimizationen
dc.subjectRepulsiveen
dc.subjectDistance baseden
dc.titleParticle Swarm Optimization with Distance Based Repulsivityen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta strojního inženýrstvícs
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Vol. 24, No. 2