FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2114397143> ?p ?o ?g. }

• W2114397143 endingPage "2341" @default.
• W2114397143 startingPage "2327" @default.
• W2114397143 abstract "In this paper we present a robust conjugate duality theory for convex programming problems in the face of data uncertainty within the framework of robust optimization, extending the powerful conjugate duality technique. We first establish robust strong duality between an uncertain primal parameterized convex programming model problem and its uncertain conjugate dual by proving strong duality between the deterministic robust counterpart of the primal model and the optimistic counterpart of its dual problem under a regularity condition. This regularity condition is not only sufficient for robust duality but also necessary for it whenever robust duality holds for every linear perturbation of the objective function of the primal model problem. More importantly, we show that robust strong duality always holds for partially finite convex programming problems under scenario data uncertainty and that the optimistic counterpart of the dual is a tractable finite dimensional problem. As an application, we also derive a robust conjugate duality theorem for support vector machines which are a class of important convex optimization models for classifying two labelled data sets. The support vector machine has emerged as a powerful modelling tool for machine learning problems of data classification that arise in many areas of application in information and computer sciences." @default.
• W2114397143 created "2016-06-24" @default.
• W2114397143 creator A5025579166 @default.
• W2114397143 creator A5026027785 @default.
• W2114397143 creator A5065495422 @default.
• W2114397143 date "2011-03-01" @default.
• W2114397143 modified "2023-10-16" @default.
• W2114397143 title "Robust conjugate duality for convex optimization under uncertainty with application to data classification" @default.
• W2114397143 cites W1967750213 @default.
• W2114397143 cites W1975585047 @default.
• W2114397143 cites W1977558040 @default.
• W2114397143 cites W1981414252 @default.
• W2114397143 cites W1997572981 @default.
• W2114397143 cites W2001768088 @default.
• W2114397143 cites W2006093909 @default.
• W2114397143 cites W2010724422 @default.
• W2114397143 cites W2012542239 @default.
• W2114397143 cites W2014211093 @default.
• W2114397143 cites W2019143618 @default.
• W2114397143 cites W2020084878 @default.
• W2114397143 cites W2039745024 @default.
• W2114397143 cites W2051384161 @default.
• W2114397143 cites W2063449703 @default.
• W2114397143 cites W2068605444 @default.
• W2114397143 cites W2076694117 @default.
• W2114397143 cites W2088296457 @default.
• W2114397143 cites W2089326092 @default.
• W2114397143 cites W2089583469 @default.
• W2114397143 cites W2102426156 @default.
• W2114397143 cites W2109427113 @default.
• W2114397143 cites W2046924429 @default.
• W2114397143 doi "https://doi.org/10.1016/j.na.2010.11.036" @default.
• W2114397143 hasPublicationYear "2011" @default.
• W2114397143 type Work @default.
• W2114397143 sameAs 2114397143 @default.
• W2114397143 citedByCount "42" @default.
• W2114397143 countsByYear W21143971432012 @default.
• W2114397143 countsByYear W21143971432013 @default.
• W2114397143 countsByYear W21143971432014 @default.
• W2114397143 countsByYear W21143971432015 @default.
• W2114397143 countsByYear W21143971432016 @default.
• W2114397143 countsByYear W21143971432017 @default.
• W2114397143 countsByYear W21143971432018 @default.
• W2114397143 countsByYear W21143971432019 @default.
• W2114397143 countsByYear W21143971432020 @default.
• W2114397143 countsByYear W21143971432021 @default.
• W2114397143 countsByYear W21143971432022 @default.
• W2114397143 countsByYear W21143971432023 @default.
• W2114397143 crossrefType "journal-article" @default.
• W2114397143 hasAuthorship W2114397143A5025579166 @default.
• W2114397143 hasAuthorship W2114397143A5026027785 @default.
• W2114397143 hasAuthorship W2114397143A5065495422 @default.
• W2114397143 hasConcept C102144036 @default.
• W2114397143 hasConcept C109456813 @default.
• W2114397143 hasConcept C112680207 @default.
• W2114397143 hasConcept C11413529 @default.
• W2114397143 hasConcept C115483411 @default.
• W2114397143 hasConcept C118615104 @default.
• W2114397143 hasConcept C12108790 @default.
• W2114397143 hasConcept C126255220 @default.
• W2114397143 hasConcept C137836250 @default.
• W2114397143 hasConcept C157972887 @default.
• W2114397143 hasConcept C163863214 @default.
• W2114397143 hasConcept C165464430 @default.
• W2114397143 hasConcept C193254401 @default.
• W2114397143 hasConcept C2524010 @default.
• W2114397143 hasConcept C2778023678 @default.
• W2114397143 hasConcept C32580822 @default.
• W2114397143 hasConcept C33923547 @default.
• W2114397143 hasConcept C41008148 @default.
• W2114397143 hasConcept C41045048 @default.
• W2114397143 hasConcept C5274546 @default.
• W2114397143 hasConcept C80682859 @default.
• W2114397143 hasConceptScore W2114397143C102144036 @default.
• W2114397143 hasConceptScore W2114397143C109456813 @default.
• W2114397143 hasConceptScore W2114397143C112680207 @default.
• W2114397143 hasConceptScore W2114397143C11413529 @default.
• W2114397143 hasConceptScore W2114397143C115483411 @default.
• W2114397143 hasConceptScore W2114397143C118615104 @default.
• W2114397143 hasConceptScore W2114397143C12108790 @default.
• W2114397143 hasConceptScore W2114397143C126255220 @default.
• W2114397143 hasConceptScore W2114397143C137836250 @default.
• W2114397143 hasConceptScore W2114397143C157972887 @default.
• W2114397143 hasConceptScore W2114397143C163863214 @default.
• W2114397143 hasConceptScore W2114397143C165464430 @default.
• W2114397143 hasConceptScore W2114397143C193254401 @default.
• W2114397143 hasConceptScore W2114397143C2524010 @default.
• W2114397143 hasConceptScore W2114397143C2778023678 @default.
• W2114397143 hasConceptScore W2114397143C32580822 @default.
• W2114397143 hasConceptScore W2114397143C33923547 @default.
• W2114397143 hasConceptScore W2114397143C41008148 @default.
• W2114397143 hasConceptScore W2114397143C41045048 @default.
• W2114397143 hasConceptScore W2114397143C5274546 @default.
• W2114397143 hasConceptScore W2114397143C80682859 @default.
• W2114397143 hasIssue "6" @default.
• W2114397143 hasLocation W21143971431 @default.
• W2114397143 hasOpenAccess W2114397143 @default.
• W2114397143 hasPrimaryLocation W21143971431 @default.

• next