Matches in SemOpenAlex for { <https://semopenalex.org/work/W2964189474> ?p ?o ?g. }
- W2964189474 endingPage "132" @default.
- W2964189474 startingPage "110" @default.
- W2964189474 abstract "The Alternating Minimization Algorithm has been proposed by Paul Tseng to solve convex programming problems with two-block separable linear constraints and objectives, whereby (at least) one of the components of the latter is assumed to be strongly convex. The fact that one of the subproblems to be solved within the iteration process of this method does not usually correspond to the calculation of a proximal operator through a closed formula affects the implementability of the algorithm. In this paper, we allow in each block of the objective a further smooth convex function and propose a proximal version of the algorithm, which is achieved by equipping the algorithm with proximal terms induced by variable metrics. For suitable choices of the latter, the solving of the two subproblems in the iterative scheme can be reduced to the computation of proximal operators. We investigate the convergence of the proposed algorithm in a real Hilbert space setting and illustrate its numerical performances on two applications in image processing and machine learning." @default.
- W2964189474 created "2019-07-30" @default.
- W2964189474 creator A5011677215 @default.
- W2964189474 creator A5035555424 @default.
- W2964189474 creator A5066965115 @default.
- W2964189474 creator A5088024629 @default.
- W2964189474 date "2018-12-24" @default.
- W2964189474 modified "2023-10-17" @default.
- W2964189474 title "The Proximal Alternating Minimization Algorithm for Two-Block Separable Convex Optimization Problems with Linear Constraints" @default.
- W2964189474 cites W1970986119 @default.
- W2964189474 cites W1981112674 @default.
- W2964189474 cites W1984680242 @default.
- W2964189474 cites W2021721734 @default.
- W2964189474 cites W2022377207 @default.
- W2964189474 cites W2042650576 @default.
- W2964189474 cites W2045079045 @default.
- W2964189474 cites W2056145308 @default.
- W2964189474 cites W2061334381 @default.
- W2964189474 cites W2092663520 @default.
- W2964189474 cites W2100556411 @default.
- W2964189474 cites W2103559027 @default.
- W2964189474 cites W2259139337 @default.
- W2964189474 cites W2607685496 @default.
- W2964189474 cites W2963712943 @default.
- W2964189474 cites W3025850383 @default.
- W2964189474 cites W4229650096 @default.
- W2964189474 cites W4240520568 @default.
- W2964189474 doi "https://doi.org/10.1007/s10957-018-01454-y" @default.
- W2964189474 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6560466" @default.
- W2964189474 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31258180" @default.
- W2964189474 hasPublicationYear "2018" @default.
- W2964189474 type Work @default.
- W2964189474 sameAs 2964189474 @default.
- W2964189474 citedByCount "8" @default.
- W2964189474 countsByYear W29641894742019 @default.
- W2964189474 countsByYear W29641894742020 @default.
- W2964189474 countsByYear W29641894742021 @default.
- W2964189474 countsByYear W29641894742022 @default.
- W2964189474 crossrefType "journal-article" @default.
- W2964189474 hasAuthorship W2964189474A5011677215 @default.
- W2964189474 hasAuthorship W2964189474A5035555424 @default.
- W2964189474 hasAuthorship W2964189474A5066965115 @default.
- W2964189474 hasAuthorship W2964189474A5088024629 @default.
- W2964189474 hasBestOaLocation W29641894741 @default.
- W2964189474 hasConcept C104317684 @default.
- W2964189474 hasConcept C10494615 @default.
- W2964189474 hasConcept C112680207 @default.
- W2964189474 hasConcept C11413529 @default.
- W2964189474 hasConcept C114614502 @default.
- W2964189474 hasConcept C126255220 @default.
- W2964189474 hasConcept C134306372 @default.
- W2964189474 hasConcept C145446738 @default.
- W2964189474 hasConcept C147764199 @default.
- W2964189474 hasConcept C157972887 @default.
- W2964189474 hasConcept C158448853 @default.
- W2964189474 hasConcept C162324750 @default.
- W2964189474 hasConcept C17020691 @default.
- W2964189474 hasConcept C185592680 @default.
- W2964189474 hasConcept C24858836 @default.
- W2964189474 hasConcept C2524010 @default.
- W2964189474 hasConcept C2777210771 @default.
- W2964189474 hasConcept C2777303404 @default.
- W2964189474 hasConcept C33923547 @default.
- W2964189474 hasConcept C41045048 @default.
- W2964189474 hasConcept C45374587 @default.
- W2964189474 hasConcept C50522688 @default.
- W2964189474 hasConcept C55493867 @default.
- W2964189474 hasConcept C62799726 @default.
- W2964189474 hasConcept C70710897 @default.
- W2964189474 hasConcept C86339819 @default.
- W2964189474 hasConceptScore W2964189474C104317684 @default.
- W2964189474 hasConceptScore W2964189474C10494615 @default.
- W2964189474 hasConceptScore W2964189474C112680207 @default.
- W2964189474 hasConceptScore W2964189474C11413529 @default.
- W2964189474 hasConceptScore W2964189474C114614502 @default.
- W2964189474 hasConceptScore W2964189474C126255220 @default.
- W2964189474 hasConceptScore W2964189474C134306372 @default.
- W2964189474 hasConceptScore W2964189474C145446738 @default.
- W2964189474 hasConceptScore W2964189474C147764199 @default.
- W2964189474 hasConceptScore W2964189474C157972887 @default.
- W2964189474 hasConceptScore W2964189474C158448853 @default.
- W2964189474 hasConceptScore W2964189474C162324750 @default.
- W2964189474 hasConceptScore W2964189474C17020691 @default.
- W2964189474 hasConceptScore W2964189474C185592680 @default.
- W2964189474 hasConceptScore W2964189474C24858836 @default.
- W2964189474 hasConceptScore W2964189474C2524010 @default.
- W2964189474 hasConceptScore W2964189474C2777210771 @default.
- W2964189474 hasConceptScore W2964189474C2777303404 @default.
- W2964189474 hasConceptScore W2964189474C33923547 @default.
- W2964189474 hasConceptScore W2964189474C41045048 @default.
- W2964189474 hasConceptScore W2964189474C45374587 @default.
- W2964189474 hasConceptScore W2964189474C50522688 @default.
- W2964189474 hasConceptScore W2964189474C55493867 @default.
- W2964189474 hasConceptScore W2964189474C62799726 @default.
- W2964189474 hasConceptScore W2964189474C70710897 @default.
- W2964189474 hasConceptScore W2964189474C86339819 @default.
- W2964189474 hasFunder F4320320879 @default.
- W2964189474 hasFunder F4320321181 @default.