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College of Engineering(공과대학)Dept. of Nuclear and Quantum Engineering(원자력및양자공학과)NE-Journal Papers(저널논문)

CONVERGENCE OF A GENERALIZED SUBGRADIENT METHOD FOR NONDIFFERENTIABLE CONVEX-OPTIMIZATION

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dc.contributor.authorKim, Sehunko
dc.contributor.authorAHN, Hko
dc.date.accessioned2007-11-20T07:44:57Z-
dc.date.available2007-11-20T07:44:57Z-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.issued1991-03-
dc.identifier.citationMATHEMATICAL PROGRAMMING, v.50, no.1, pp.75 - 80-
dc.identifier.issn0025-5610-
dc.identifier.urihttp://hdl.handle.net/10203/2058-
dc.description.abstractA generalized subgradient method is considered which uses the subgradients at previous iterations as well as the subgradient at current point. This method is a direct generalization of the usual subgradient method. We provide two sets of convergence conditions of the generalized subgradient method. Our results provide a larger class of sequences which converge to a minimum point and more freedom of adjustment to accelerate the speed of convergence.-
dc.languageEnglish-
dc.language.isoen_USen
dc.publisherELSEVIER SCIENCE BV-
dc.titleCONVERGENCE OF A GENERALIZED SUBGRADIENT METHOD FOR NONDIFFERENTIABLE CONVEX-OPTIMIZATION-
dc.typeArticle-
dc.identifier.wosidA1991FE73200004-
dc.identifier.scopusid2-s2.0-0026116722-
dc.type.rimsART-
dc.citation.volume50-
dc.citation.issue1-
dc.citation.beginningpage75-
dc.citation.endingpage80-
dc.citation.publicationnameMATHEMATICAL PROGRAMMING-
dc.embargo.liftdate9999-12-31-
dc.embargo.terms9999-12-31-
dc.contributor.localauthorKim, Sehun-
dc.contributor.nonIdAuthorAHN, H-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorSUBGRADIENT METHOD-
dc.subject.keywordAuthorEPSILON-SUBGRADIENT-
dc.subject.keywordAuthorNONDIFFERENTIABLE OPTIMIZATION-
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