Linear convergence of a dual optimization formulation for distributed optimization on directed graphs with unreliable communications
Year: 2018
Type: preprint
Abstract: This work builds on our recent work on a distributed optimization algorithm for graphs with directed unreliable communications. We show its linear convergence when we take either the proximal of each function or an affine minorant for when the function is smooth.
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: W2903389727