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 distributed economic dispatch strategy for power–water networks

P Li, J Hu, L Qiu, Y Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A power–water network consists of power plants, water plants, and coproduction plants,
which supply power and water collectively. Heterogeneous plants generally have different …

Adaptive formation control of networked robotic systems with bearing-only measurements

X Li, C Wen, C Chen - IEEE transactions on cybernetics, 2020 - ieeexplore.ieee.org
In this article, we address the bearing-only formation control problem of 3-D networked
robotic systems with parametric uncertainties. The contributions of this article are two-fold: 1) …

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 …

Adaptive bearing-only formation tracking control for nonholonomic multiagent systems

X Li, C Wen, X Fang, J Wang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we consider the formation tracking problem of nonholonomic multiagent
systems only using relative bearing measurements between the agents. Such a practical …

Distributed robust algorithm for economic dispatch in smart grids over general unbalanced directed networks

H Li, Z Wang, G Chen, ZY Dong - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The increased complexity of modern energy network raises the necessity of flexible and
reliable methods for smart grid operation. To this end, this article is centered on the …

Privacy-preserving distributed online optimization over unbalanced digraphs via subgradient rescaling

Y **ong, J Xu, K You, J Liu, L Wu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we investigate a distributed online constrained optimization problem with
differential privacy where the network is modeled by an unbalanced digraph with a row …

Distributed projection subgradient algorithm over time-varying general unbalanced directed graphs

H Li, Q Lü, T Huang - IEEE Transactions on Automatic Control, 2018 - ieeexplore.ieee.org
This paper is concerned with a general class of distributed constrained optimization
problems over a multiagent network, where the global objective function is represented by …

Distributed dual gradient tracking for resource allocation in unbalanced networks

J Zhang, K You, K Cai - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
This paper proposes a distributed dual gradient tracking algorithm (DDGT) to solve resource
allocation problems over an unbalanced network, where each node in the network holds a …