ADMM-tracking gradient for distributed optimization over asynchronous and unreliable networks
In this paper, we propose (i) a novel distributed algorithm for consensus optimization over
networks and (ii) a robust extension tailored to deal with asynchronous agents and packet …
networks and (ii) a robust extension tailored to deal with asynchronous agents and packet …
A unifying system theory framework for distributed optimization and games
This paper introduces a systematic methodological framework to design and analyze
distributed algorithms for optimization and games over networks. Starting from a centralized …
distributed algorithms for optimization and games over networks. Starting from a centralized …
Accelerated Alternating Direction Method of Multipliers Gradient Tracking for Distributed Optimization
E Sebastián, M Franceschelli… - IEEE Control …, 2024 - ieeexplore.ieee.org
This letter presents a novel accelerated distributed algorithm for unconstrained consensus
optimization over static undirected networks. The proposed algorithm combines the benefits …
optimization over static undirected networks. The proposed algorithm combines the benefits …