Paper Info
Title
AsySPA: An Exact Asynchronous Algorithm for Convex Optimization Over Digraphs.
Abstract
This paper proposes a novel exact asynchronous subgradient-push algorithm (AsySPA) to solve an additive cost optimization problem over digraphs where each node only has access to a local convex function and updates asynchronously with an arbitrary rate. Specifically, each node of a strongly connected digraph does not wait for updates from other nodes but simply starts a new update within any bound...
Year
DOI
Venue
2020
10.1109/TAC.2019.2930234
IEEE Transactions on Automatic Control
Keywords
DocType
Volume
Delays,Convergence,Optimization,Synchronization,Convex functions,Clocks,Distributed algorithms
Journal
65
Issue
ISSN
Citations 
6
0018-9286
5
PageRank 
References 
Authors
0.42
8
2
Name
Order
Citations
PageRank
Zhang, Jiaqi17311.73
Keyou You283150.16