FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136392522> ?p ?o ?g. }

• W3136392522 abstract "The alternating directions method of multipliers (ADMM) is a powerful splitting algorithm for linearly constrained convex optimization problems. In view of its popularity and applicability, a growing attention is drawn towards the ADMM in nonconvex settings. Recent studies of minimization problems for noncovex functions include various combinations of assumptions on the objective function including, in particular, a Lipschitz gradient assumption. We consider the case where the objective is the sum of a strongly convex function and a weakly convex function. To this end we present and study an adaptive version of the ADMM which incorporates generalized notions of convexity and varying penalty parameters adapted to the convexity constants of the functions. We prove convergence of the scheme under natural assumptions. To this end we employ the recent adaptive Douglas--Rachford algorithm by revisiting the well known duality relation between the classical ADMM and the Douglas--Rachford splitting algorithm, generalizing this connection to our setting. We illustrate our approach by relating and comparing to alternatives, and by numerical experiments on a signal denoising problem." @default.
• W3136392522 created "2021-03-29" @default.
• W3136392522 creator A5076283526 @default.
• W3136392522 creator A5084592812 @default.
• W3136392522 creator A5087304949 @default.
• W3136392522 date "2021-03-12" @default.
• W3136392522 modified "2023-09-27" @default.
• W3136392522 title "An Adaptive Alternating Directions Method of Multipliers" @default.
• W3136392522 cites W1525779601 @default.
• W3136392522 cites W1578525449 @default.
• W3136392522 cites W1946620893 @default.
• W3136392522 cites W1970986119 @default.
• W3136392522 cites W2003372231 @default.
• W3136392522 cites W2006262045 @default.
• W3136392522 cites W2019569173 @default.
• W3136392522 cites W2029460515 @default.
• W3136392522 cites W2045079045 @default.
• W3136392522 cites W2070997813 @default.
• W3136392522 cites W2118429861 @default.
• W3136392522 cites W2163761533 @default.
• W3136392522 cites W2164278908 @default.
• W3136392522 cites W2244987555 @default.
• W3136392522 cites W2295652899 @default.
• W3136392522 cites W2413459596 @default.
• W3136392522 cites W2724759674 @default.
• W3136392522 cites W2807016277 @default.
• W3136392522 cites W2886697509 @default.
• W3136392522 cites W2913806414 @default.
• W3136392522 cites W2946936191 @default.
• W3136392522 cites W2962853966 @default.
• W3136392522 cites W2963156579 @default.
• W3136392522 cites W2963178962 @default.
• W3136392522 cites W2963712943 @default.
• W3136392522 cites W2964088716 @default.
• W3136392522 cites W2982400852 @default.
• W3136392522 cites W2998099872 @default.
• W3136392522 cites W3020603765 @default.
• W3136392522 cites W3048473134 @default.
• W3136392522 cites W3101543514 @default.
• W3136392522 cites W3105393233 @default.
• W3136392522 cites W3122581893 @default.
• W3136392522 cites W955428205 @default.
• W3136392522 cites W2995360683 @default.
• W3136392522 hasPublicationYear "2021" @default.
• W3136392522 type Work @default.
• W3136392522 sameAs 3136392522 @default.
• W3136392522 citedByCount "1" @default.
• W3136392522 countsByYear W31363925222021 @default.
• W3136392522 crossrefType "posted-content" @default.
• W3136392522 hasAuthorship W3136392522A5076283526 @default.
• W3136392522 hasAuthorship W3136392522A5084592812 @default.
• W3136392522 hasAuthorship W3136392522A5087304949 @default.
• W3136392522 hasConcept C106159729 @default.
• W3136392522 hasConcept C112680207 @default.
• W3136392522 hasConcept C126255220 @default.
• W3136392522 hasConcept C13355873 @default.
• W3136392522 hasConcept C134306372 @default.
• W3136392522 hasConcept C14036430 @default.
• W3136392522 hasConcept C145446738 @default.
• W3136392522 hasConcept C147764199 @default.
• W3136392522 hasConcept C157972887 @default.
• W3136392522 hasConcept C162324750 @default.
• W3136392522 hasConcept C202444582 @default.
• W3136392522 hasConcept C22324862 @default.
• W3136392522 hasConcept C2524010 @default.
• W3136392522 hasConcept C2777303404 @default.
• W3136392522 hasConcept C2778023678 @default.
• W3136392522 hasConcept C28826006 @default.
• W3136392522 hasConcept C33923547 @default.
• W3136392522 hasConcept C41008148 @default.
• W3136392522 hasConcept C50522688 @default.
• W3136392522 hasConcept C72134830 @default.
• W3136392522 hasConcept C78458016 @default.
• W3136392522 hasConcept C86803240 @default.
• W3136392522 hasConceptScore W3136392522C106159729 @default.
• W3136392522 hasConceptScore W3136392522C112680207 @default.
• W3136392522 hasConceptScore W3136392522C126255220 @default.
• W3136392522 hasConceptScore W3136392522C13355873 @default.
• W3136392522 hasConceptScore W3136392522C134306372 @default.
• W3136392522 hasConceptScore W3136392522C14036430 @default.
• W3136392522 hasConceptScore W3136392522C145446738 @default.
• W3136392522 hasConceptScore W3136392522C147764199 @default.
• W3136392522 hasConceptScore W3136392522C157972887 @default.
• W3136392522 hasConceptScore W3136392522C162324750 @default.
• W3136392522 hasConceptScore W3136392522C202444582 @default.
• W3136392522 hasConceptScore W3136392522C22324862 @default.
• W3136392522 hasConceptScore W3136392522C2524010 @default.
• W3136392522 hasConceptScore W3136392522C2777303404 @default.
• W3136392522 hasConceptScore W3136392522C2778023678 @default.
• W3136392522 hasConceptScore W3136392522C28826006 @default.
• W3136392522 hasConceptScore W3136392522C33923547 @default.
• W3136392522 hasConceptScore W3136392522C41008148 @default.
• W3136392522 hasConceptScore W3136392522C50522688 @default.
• W3136392522 hasConceptScore W3136392522C72134830 @default.
• W3136392522 hasConceptScore W3136392522C78458016 @default.
• W3136392522 hasConceptScore W3136392522C86803240 @default.
• W3136392522 hasLocation W31363925221 @default.
• W3136392522 hasOpenAccess W3136392522 @default.
• W3136392522 hasPrimaryLocation W31363925221 @default.
• W3136392522 hasRelatedWork W1133581237 @default.

• next