A dual ascent algorithm for asynchronous distributed optimization with unreliable directed communications
Year: 2018
Type: preprint
Abstract: We show that the averaged consensus algorithm on directed graphs with unreliable communications by Bof-Carli-Schenato has a dual optimization interpretation, which could be extended to the case of distributed optimization. We report on our numerical simulations for the distributed optimization algorithm for smooth and nonsmooth functions.
Source: arXiv (Cornell University)
Author: Pang, C. H. Jeffrey
Language: English
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W2893688645