Show simple item record

dc.contributor.authorYang, Shiyouen_US
dc.contributor.authorH. Liu, Qingen_US
dc.contributor.authorLu, Junweien_US
dc.contributor.authoro, S.en_US
dc.contributor.authorNi, Guangzhengen_US
dc.contributor.authorNi, Peihongen_US
dc.contributor.authorXiong, Sumingen_US
dc.date.accessioned2017-04-24T09:12:07Z
dc.date.available2017-04-24T09:12:07Z
dc.date.issued2009en_US
dc.date.modified2010-05-13T06:40:10Z
dc.identifier.issn00189464en_US
dc.identifier.doi10.1109/TMAG.2009.2012690en_AU
dc.identifier.urihttp://hdl.handle.net/10072/29648
dc.description.abstractThe support vector machine (SVM) is proposed as a response surface model to accelerate the solution speed of metaheuristic algorithms in solving inverse problems. The detail formulations of the SVM regression model using epsiv-insensitive loss function are derived. Primary numerical results are reported to demonstrate the feasibility, performance, and robustness of the proposed SVM based response surface model for solving both mathematical functions and engineering design problems.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.format.extent286412 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherIEEEen_US
dc.publisher.placeUSAen_US
dc.publisher.urihttp://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=20en_AU
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofpagefrom1502en_US
dc.relation.ispartofpageto1505en_US
dc.relation.ispartofissue3en_US
dc.relation.ispartofjournalIEEE Transactions on Magneticsen_US
dc.relation.ispartofvolume45en_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchElectrical and Electronic Engineering not elsewhere classifieden_US
dc.subject.fieldofresearchcode090699en_US
dc.titleApplication of Support Vector Machines to Accelerate the Solution Speed of Metaheuristic Algorithmsen_US
dc.typeJournal articleen_US
dc.type.descriptionC1 - Peer Reviewed (HERDC)en_US
dc.type.codeC - Journal Articlesen_US
gro.rights.copyrightCopyright 2009 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.issued2009
gro.hasfulltextFull Text


Files in this item

This item appears in the following Collection(s)

  • Journal articles
    Contains articles published by Griffith authors in scholarly journals.

Show simple item record