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 …

Distributed optimization of multiagent systems against unmatched disturbances: A hierarchical integral control framework

G Guo, J Kang - IEEE Transactions on Systems, Man, and …, 2021 - ieeexplore.ieee.org
This article investigates a distributed optimization problem of double-integrator multiagent
systems with unmatched constant disturbances. Instead of involving an internal model or a …

Distributed model reference adaptive optimization of disturbed multiagent systems with intermittent communications

G Guo, J Kang, R Li, G Yang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article pays close attention to a distributed optimization problem for multiagent systems
subject to exogenous disturbances. A novel distributed model reference adaptive control (D …

Multiobjective Distributed Optimization via a Predefined-Time Multiagent Approach

Y Liu, Z **a, W Gui - IEEE Transactions on Automatic Control, 2023 - ieeexplore.ieee.org
In this study, we propose a predefined-time multiagent approach for multiobjective
optimization. Predefined-time optimization is an optimization approach that can converge to …

Predefined-time distributed optimization of general linear multi-agent systems

S Li, X Nian, Z Deng, Z Chen - Information Sciences, 2022 - Elsevier
In this paper, we consider the predefined-time distributed optimization problems of
homogeneous and heterogeneous linear multi-agent systems under undirected and …

Distributed cooperative optimization for nonlinear heterogeneous MASs under intermittent communication

C Deng, L Xu, T Yang, D Yue… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we investigate the distributed cooperative optimization problem for
heterogeneous uncertain high-order nonlinear multi-agent systems with an intermittent …

Quantization-based event-triggered consensus of multiagent systems against aperiodic DoS attacks

Y Zhang, ZG Wu, P Shi, T Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article focuses on the secure consensus problem of linear multiagent systems (MASs)
with quantized event-triggered control (ETC) against denial-of-service (DoS) attacks. DoS …

Asynchronous upper confidence bound algorithms for federated linear bandits

C Li, H Wang - International Conference on Artificial …, 2022 - proceedings.mlr.press
Linear contextual bandit is a popular online learning problem. It has been mostly studied in
centralized learning settings. With the surging demand of large-scale decentralized model …

Distributed optimization of second-order nonlinear multiagent systems with event-triggered communication

S Li, X Nian, Z Deng - IEEE Transactions on Control of Network …, 2021 - ieeexplore.ieee.org
In this article, we study the event-triggered distributed optimization problem of second-order
nonlinear multiagent systems under undirected and connected communication topologies …

Distributed dynamic event-triggered and practical predefined-time resource allocation in cyber–physical systems

Z Guo, G Chen - Automatica, 2022 - Elsevier
Resource allocation is a typical problem in cyber–physical systems. However, how to
achieve the fast allocation in a distributed way while saving the communication resources is …