A survey of distributed optimization

T Yang, X Yi, J Wu, Y Yuan, D Wu, Z Meng… - Annual Reviews in …, 2019 - Elsevier
In distributed optimization of multi-agent systems, agents cooperate to minimize a global
function which is a sum of local objective functions. Motivated by applications including …

A survey of recent advances in optimization methods for wireless communications

YF Liu, TH Chang, M Hong, Z Wu… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …

Tracking-ADMM for distributed constraint-coupled optimization

A Falsone, I Notarnicola, G Notarstefano, M Prandini - Automatica, 2020 - Elsevier
We consider constraint-coupled optimization problems in which agents of a network aim to
cooperatively minimize the sum of local objective functions subject to individual constraints …

Distributed optimization for energy-efficient fog computing in the tactile internet

Y **ao, M Krunz - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
Tactile Internet is an emerging concept that focuses on supporting high-fidelity, ultra-
responsive, and widely available human-to-machine interactions. To reduce the …

Distributed optimization for smart cyber-physical networks

G Notarstefano, I Notarnicola… - Foundations and Trends …, 2019 - nowpublishers.com
The presence of embedded electronics and communication capabilities as well as sensing
and control in smart devices has given rise to the novel concept of cyber-physical networks …

Distributed online optimization for multi-agent networks with coupled inequality constraints

X Li, X Yi, L **e - IEEE Transactions on Automatic Control, 2020 - ieeexplore.ieee.org
This article investigates the distributed online optimization problem over a multi-agent
network subject to local set constraints and coupled inequality constraints, which has a lot of …

Distributed aggregative optimization over multi-agent networks

X Li, L **e, Y Hong - IEEE Transactions on Automatic Control, 2021 - ieeexplore.ieee.org
This article proposes a new framework for distributed optimization, called distributed
aggregative optimization, which allows local objective functions to be dependent not only on …

Distributed proximal algorithms for multiagent optimization with coupled inequality constraints

X Li, G Feng, L **e - IEEE Transactions on Automatic Control, 2020 - ieeexplore.ieee.org
This article aims to address distributed optimization problems over directed and time-varying
networks, where the global objective function consists of a sum of locally accessible convex …

Distributed event-triggered gradient method for constrained convex minimization

C Liu, H Li, Y Shi, D Xu - IEEE Transactions on Automatic …, 2019 - ieeexplore.ieee.org
The event-triggered scheduling of network transmissions has found many applications in
engineering tasks operated in cyber-physical systems for its competitive advantage of …

Constraint-coupled distributed optimization: A relaxation and duality approach

I Notarnicola, G Notarstefano - IEEE Transactions on Control of …, 2019 - ieeexplore.ieee.org
In this paper, we consider a general challenging distributed optimization setup arising in
several important network control applications. Agents of a network want to minimize the …