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dc.contributor.authorIreland, Daviden_US
dc.contributor.authorLewis, Andrewen_US
dc.contributor.authorMostaghim, Sanazen_US
dc.contributor.authorLu, Junweien_US
dc.contributor.editorP.M.A. Sloot, G.D. van Albada, M. Bubak, A. Trefethenen_US
dc.date.accessioned2017-05-03T12:48:47Z
dc.date.available2017-05-03T12:48:47Z
dc.date.issued2006en_US
dc.date.modified2008-08-07T04:48:31Z
dc.identifier.doi10.1109/E-SCIENCE.2006.261049en_US
dc.identifier.urihttp://hdl.handle.net/10072/13119
dc.description.abstractThis paper presents quantitative comparison of the performance of different methods for selecting the guide particle for multi-objective particle swarm optimization (MOPSO). Two principal methods are compared: the recently described Sigma method, and a new "Centroid" method. Drawing on the different dominant behaviors exhibited by the different selection methods, a variety of hybridizations of these is proposed to develop a more robust optimization algorithm. Statistical analysis of the hybrid methods demonstrates their contribution to improved performance of the optimization algorithm.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.format.extent505851 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherIEEE Computer Societyen_US
dc.publisher.placeLos Alamitios, USAen_US
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofconferencename2nd IEEE International Conference on e-Science and Grid Computingen_US
dc.relation.ispartofconferencetitlee-Science 2006, Second IEEE International Conference on e-Science and Grid Computingen_US
dc.relation.ispartofdatefrom2006-12-04en_US
dc.relation.ispartofdateto2006-12-06en_US
dc.relation.ispartoflocationAmsterdam, The Netherlandsen_US
dc.rights.retentionNen_AU
dc.subject.fieldofresearchcode230118en_US
dc.titleHybrid Particle Guide Selection Methods in Multi-Objective Particle Swarm Optimizationen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.facultyGriffith Sciences, Griffith School of Engineeringen_US
gro.rights.copyrightCopyright 2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_AU
gro.date.issued2006
gro.hasfulltextFull Text


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    Contains papers delivered by Griffith authors at national and international conferences.

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