A unifying system theory framework for distributed optimization and games

G Carnevale, N Mimmo, G Notarstefano - arXiv preprint arXiv:2401.12623, 2024 - arxiv.org
This paper introduces a systematic methodological framework to design and analyze
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 …