Title
Asynchronous Optimization Over Heterogeneous Networks via Consensus ADMM.
Abstract
This paper considers the distributed optimization of a sum of locally observable, nonconvex functions. The optimization is performed over a multiagent networked system, and each local function depends only on a subset of the variables. An asynchronous and distributed alternating directions method of multipliers (ADMM) method that allows the nodes to defer or skip the computation and transmission o...
Year
DOI
Venue
2017
10.1109/TSIPN.2016.2593896
IEEE Transactions on Signal and Information Processing over Networks
Keywords
DocType
Volume
Algorithm design and analysis,Distributed algorithms,Convergence,Multi-agent systems,Optimization,Cost function
Journal
3
Issue
ISSN
Citations 
1
2373-776X
4
PageRank 
References 
Authors
0.45
0
3
Name
Order
Citations
PageRank
Sandeep Kumar171.51
Rahul Jain278471.51
Ketan Rajawat312425.44