Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913664433> ?p ?o ?g. }
- W2913664433 endingPage "2635" @default.
- W2913664433 startingPage "2620" @default.
- W2913664433 abstract "In this article, we focus on the problem of minimizing the sum of convex cost functions in a distributed fashion over a peer-to-peer network. In particular, we are interested in the case in which communications between nodes are prone to failures, and the agents are not synchronized among themselves. We address the problem proposing a modified version of the relaxed alternating direction method of multipliers, which corresponds to the Peaceman-Rachford splitting method applied to the dual. By exploiting results from operator theory, we are able to prove the almost sure convergence of the proposed algorithm under general assumptions on the distribution of communication loss and node activation events. By further assuming the cost functions to be strongly convex, we prove the linear convergence of the algorithm in mean to a neighborhood of the optimal solution and provide an upper bound to the convergence rate. Finally, we present numerical results testing the proposed method in different scenarios." @default.
- W2913664433 created "2019-02-21" @default.
- W2913664433 creator A5007912873 @default.
- W2913664433 creator A5012863587 @default.
- W2913664433 creator A5043731055 @default.
- W2913664433 creator A5089846134 @default.
- W2913664433 date "2021-06-01" @default.
- W2913664433 modified "2023-10-14" @default.
- W2913664433 title "Asynchronous Distributed Optimization Over Lossy Networks via Relaxed ADMM: Stability and Linear Convergence" @default.
- W2913664433 cites W1493782845 @default.
- W2913664433 cites W1549918636 @default.
- W2913664433 cites W1571416372 @default.
- W2913664433 cites W1616857247 @default.
- W2913664433 cites W1966333543 @default.
- W2913664433 cites W1982545958 @default.
- W2913664433 cites W1989165177 @default.
- W2913664433 cites W2044212084 @default.
- W2913664433 cites W2051245758 @default.
- W2913664433 cites W205960364 @default.
- W2913664433 cites W2089162893 @default.
- W2913664433 cites W2092507976 @default.
- W2913664433 cites W2106901427 @default.
- W2913664433 cites W2114791779 @default.
- W2913664433 cites W2123705108 @default.
- W2913664433 cites W2129375853 @default.
- W2913664433 cites W2134252677 @default.
- W2913664433 cites W2137435346 @default.
- W2913664433 cites W2152637881 @default.
- W2913664433 cites W2155723734 @default.
- W2913664433 cites W2168803043 @default.
- W2913664433 cites W2216134724 @default.
- W2913664433 cites W2537046506 @default.
- W2913664433 cites W2590635385 @default.
- W2913664433 cites W2599455075 @default.
- W2913664433 cites W2792025250 @default.
- W2913664433 cites W2811008754 @default.
- W2913664433 cites W2892624593 @default.
- W2913664433 cites W2962768415 @default.
- W2913664433 cites W2962782955 @default.
- W2913664433 cites W2963000588 @default.
- W2913664433 cites W2963489801 @default.
- W2913664433 cites W2963607435 @default.
- W2913664433 cites W2963649943 @default.
- W2913664433 cites W2963680015 @default.
- W2913664433 cites W2970404488 @default.
- W2913664433 cites W3099831354 @default.
- W2913664433 cites W4249667877 @default.
- W2913664433 cites W4292363360 @default.
- W2913664433 cites W4300028551 @default.
- W2913664433 cites W604355987 @default.
- W2913664433 cites W613360614 @default.
- W2913664433 doi "https://doi.org/10.1109/tac.2020.3011358" @default.
- W2913664433 hasPublicationYear "2021" @default.
- W2913664433 type Work @default.
- W2913664433 sameAs 2913664433 @default.
- W2913664433 citedByCount "26" @default.
- W2913664433 countsByYear W29136644332020 @default.
- W2913664433 countsByYear W29136644332021 @default.
- W2913664433 countsByYear W29136644332022 @default.
- W2913664433 countsByYear W29136644332023 @default.
- W2913664433 crossrefType "journal-article" @default.
- W2913664433 hasAuthorship W2913664433A5007912873 @default.
- W2913664433 hasAuthorship W2913664433A5012863587 @default.
- W2913664433 hasAuthorship W2913664433A5043731055 @default.
- W2913664433 hasAuthorship W2913664433A5089846134 @default.
- W2913664433 hasBestOaLocation W29136644332 @default.
- W2913664433 hasConcept C104317684 @default.
- W2913664433 hasConcept C112680207 @default.
- W2913664433 hasConcept C112972136 @default.
- W2913664433 hasConcept C119857082 @default.
- W2913664433 hasConcept C120314980 @default.
- W2913664433 hasConcept C120665830 @default.
- W2913664433 hasConcept C121332964 @default.
- W2913664433 hasConcept C126255220 @default.
- W2913664433 hasConcept C127162648 @default.
- W2913664433 hasConcept C127413603 @default.
- W2913664433 hasConcept C130120984 @default.
- W2913664433 hasConcept C134306372 @default.
- W2913664433 hasConcept C145446738 @default.
- W2913664433 hasConcept C151319957 @default.
- W2913664433 hasConcept C154945302 @default.
- W2913664433 hasConcept C157972887 @default.
- W2913664433 hasConcept C158448853 @default.
- W2913664433 hasConcept C162324750 @default.
- W2913664433 hasConcept C165021410 @default.
- W2913664433 hasConcept C17020691 @default.
- W2913664433 hasConcept C185592680 @default.
- W2913664433 hasConcept C192209626 @default.
- W2913664433 hasConcept C2524010 @default.
- W2913664433 hasConcept C2777303404 @default.
- W2913664433 hasConcept C31258907 @default.
- W2913664433 hasConcept C33923547 @default.
- W2913664433 hasConcept C41008148 @default.
- W2913664433 hasConcept C50522688 @default.
- W2913664433 hasConcept C55493867 @default.
- W2913664433 hasConcept C57869625 @default.
- W2913664433 hasConcept C62611344 @default.
- W2913664433 hasConcept C66938386 @default.