On the O(1/k) convergence of asynchronous distributed alternating Direction Method of Multipliers
We consider a network of agents that are cooperatively solving a global optimization problem, where the objective function is the sum of privately known local objective functions of the agents and the decision variables are coupled via linear constraints. Recent literature focused on special cases o...
Main Authors: | Wei, Ermin, Ozdaglar, Asuman E. |
---|---|
Other Authors: | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science |
Format: | Article |
Language: | en_US |
Published: |
Institute of Electrical and Electronics Engineers (IEEE)
2014
|
Online Access: | http://hdl.handle.net/1721.1/90493 https://orcid.org/0000-0002-1827-1285 |
Similar Items
-
Distributed Alternating Direction Method of Multipliers
by: Wei, Ermin, et al.
Published: (2014) -
On Dual Convergence of the Distributed Newton Method for Network Utility Maximization
by: Wei, Ermin, et al.
Published: (2012) -
Convergence analysis on a modified generalized alternating direction method of multipliers
by: Sha Lu, et al.
Published: (2018-06-01) -
A distributed Newton method for Network Utility Maximization
by: Wei, Ermin, et al.
Published: (2011) -
Convergence Analysis of Distributed Subgradient Methods over Random Networks
by: Lobel, Ilan, et al.
Published: (2010)