Matches in SemOpenAlex for { <https://semopenalex.org/work/W2795699216> ?p ?o ?g. }
- W2795699216 abstract "Block coordinate descent (BCD) methods and their variants have been widely used in coping with large-scale nonconstrained optimization problems in many fields such as imaging processing, machine learning, compress sensing and so on. For problem with coupling constraints, Nonlinear convex cone programs (NCCP) are important problems with many practical applications, but these problems are hard to solve by using existing block coordinate type methods. This paper introduces a stochastic primal-dual coordinate (SPDC) method for solving large-scale NCCP. In this method, we randomly choose a block of variables based on the uniform distribution. The linearization and Bregman-like function (core function) to that randomly selected block allow us to get simple parallel primal-dual decomposition for NCCP. The sequence generated by our algorithm is proved almost surely converge to an optimal solution of primal problem. Two types of convergence rate with different probability (almost surely and expected) are also obtained. The probability complexity bound is also derived in this paper." @default.
- W2795699216 created "2018-04-13" @default.
- W2795699216 creator A5002059219 @default.
- W2795699216 creator A5057532931 @default.
- W2795699216 date "2018-04-03" @default.
- W2795699216 modified "2023-09-22" @default.
- W2795699216 title "Stochastic Primal-Dual Coordinate Method for Nonlinear Convex Cone Programs" @default.
- W2795699216 cites W1577337550 @default.
- W2795699216 cites W1963529497 @default.
- W2795699216 cites W1982941867 @default.
- W2795699216 cites W1999593606 @default.
- W2795699216 cites W2016384870 @default.
- W2795699216 cites W2042650576 @default.
- W2795699216 cites W2057624533 @default.
- W2795699216 cites W2074555551 @default.
- W2795699216 cites W2075660001 @default.
- W2795699216 cites W2078204800 @default.
- W2795699216 cites W2079482358 @default.
- W2795699216 cites W2090963365 @default.
- W2795699216 cites W2095984592 @default.
- W2795699216 cites W2117575248 @default.
- W2795699216 cites W2117669906 @default.
- W2795699216 cites W2117686388 @default.
- W2795699216 cites W2122825543 @default.
- W2795699216 cites W2135046866 @default.
- W2795699216 cites W2135779729 @default.
- W2795699216 cites W2156466771 @default.
- W2795699216 cites W2210716609 @default.
- W2795699216 cites W2398703802 @default.
- W2795699216 cites W2616811598 @default.
- W2795699216 cites W2787598303 @default.
- W2795699216 cites W2798766386 @default.
- W2795699216 cites W3105543546 @default.
- W2795699216 cites W3012080241 @default.
- W2795699216 hasPublicationYear "2018" @default.
- W2795699216 type Work @default.
- W2795699216 sameAs 2795699216 @default.
- W2795699216 citedByCount "0" @default.
- W2795699216 crossrefType "posted-content" @default.
- W2795699216 hasAuthorship W2795699216A5002059219 @default.
- W2795699216 hasAuthorship W2795699216A5057532931 @default.
- W2795699216 hasConcept C11210021 @default.
- W2795699216 hasConcept C112680207 @default.
- W2795699216 hasConcept C11413529 @default.
- W2795699216 hasConcept C114614502 @default.
- W2795699216 hasConcept C12108790 @default.
- W2795699216 hasConcept C121332964 @default.
- W2795699216 hasConcept C126255220 @default.
- W2795699216 hasConcept C157553263 @default.
- W2795699216 hasConcept C157972887 @default.
- W2795699216 hasConcept C158622935 @default.
- W2795699216 hasConcept C2524010 @default.
- W2795699216 hasConcept C2777210771 @default.
- W2795699216 hasConcept C2778112365 @default.
- W2795699216 hasConcept C28340159 @default.
- W2795699216 hasConcept C33923547 @default.
- W2795699216 hasConcept C41008148 @default.
- W2795699216 hasConcept C54355233 @default.
- W2795699216 hasConcept C62520636 @default.
- W2795699216 hasConcept C79187972 @default.
- W2795699216 hasConcept C86803240 @default.
- W2795699216 hasConceptScore W2795699216C11210021 @default.
- W2795699216 hasConceptScore W2795699216C112680207 @default.
- W2795699216 hasConceptScore W2795699216C11413529 @default.
- W2795699216 hasConceptScore W2795699216C114614502 @default.
- W2795699216 hasConceptScore W2795699216C12108790 @default.
- W2795699216 hasConceptScore W2795699216C121332964 @default.
- W2795699216 hasConceptScore W2795699216C126255220 @default.
- W2795699216 hasConceptScore W2795699216C157553263 @default.
- W2795699216 hasConceptScore W2795699216C157972887 @default.
- W2795699216 hasConceptScore W2795699216C158622935 @default.
- W2795699216 hasConceptScore W2795699216C2524010 @default.
- W2795699216 hasConceptScore W2795699216C2777210771 @default.
- W2795699216 hasConceptScore W2795699216C2778112365 @default.
- W2795699216 hasConceptScore W2795699216C28340159 @default.
- W2795699216 hasConceptScore W2795699216C33923547 @default.
- W2795699216 hasConceptScore W2795699216C41008148 @default.
- W2795699216 hasConceptScore W2795699216C54355233 @default.
- W2795699216 hasConceptScore W2795699216C62520636 @default.
- W2795699216 hasConceptScore W2795699216C79187972 @default.
- W2795699216 hasConceptScore W2795699216C86803240 @default.
- W2795699216 hasLocation W27956992161 @default.
- W2795699216 hasOpenAccess W2795699216 @default.
- W2795699216 hasPrimaryLocation W27956992161 @default.
- W2795699216 hasRelatedWork W1568235593 @default.
- W2795699216 hasRelatedWork W2172030407 @default.
- W2795699216 hasRelatedWork W2230377353 @default.
- W2795699216 hasRelatedWork W2256414339 @default.
- W2795699216 hasRelatedWork W2340159948 @default.
- W2795699216 hasRelatedWork W2558001808 @default.
- W2795699216 hasRelatedWork W2570336271 @default.
- W2795699216 hasRelatedWork W2606563496 @default.
- W2795699216 hasRelatedWork W2788706426 @default.
- W2795699216 hasRelatedWork W2912995476 @default.
- W2795699216 hasRelatedWork W2919464796 @default.
- W2795699216 hasRelatedWork W2963077916 @default.
- W2795699216 hasRelatedWork W2963213190 @default.
- W2795699216 hasRelatedWork W2963347682 @default.
- W2795699216 hasRelatedWork W2964168652 @default.
- W2795699216 hasRelatedWork W3013477563 @default.