Distributed constrained optimization for second-order multiagent systems via event-based communication
This article studies the distributed constrained optimization problems for the discrete-time
second-order multiagent systems (MASs), in which each agent privately owns local cost …
second-order multiagent systems (MASs), in which each agent privately owns local cost …
Accelerated quadratic penalty dynamic approaches with applications to distributed optimization
In this paper, we explore accelerated continuous-time dynamic approaches with a vanishing
damping α/t, driven by a quadratic penalty function designed for linearly constrained convex …
damping α/t, driven by a quadratic penalty function designed for linearly constrained convex …
Neurodynamic approaches for multi-agent distributed optimization
This paper considers a class of multi-agent distributed convex optimization with a common
set of constraints and provides several continuous-time neurodynamic approaches. In …
set of constraints and provides several continuous-time neurodynamic approaches. In …
Distributed aggregative optimization with affine coupling constraints
K Du, M Meng - Neural Networks, 2024 - Elsevier
This paper investigates a distributed aggregative optimization problem subject to coupling
affine inequality constraints, in which local objective functions depend not only on their own …
affine inequality constraints, in which local objective functions depend not only on their own …
Extended Zero-Gradient-Sum Approach for Constrained Distributed Optimization with Free Initialization
X Shi, X Yu, G Wen, X Xu - arXiv preprint arXiv:2308.13743, 2023 - arxiv.org
This paper proposes an extended zero-gradient-sum (EZGS) approach for solving
constrained distributed optimization (DO) with free initialization. A Newton-based continuous …
constrained distributed optimization (DO) with free initialization. A Newton-based continuous …
Linear Convergence of Distributed Aggregative Optimization with Coupled Inequality Constraints
K Du, M Meng - arXiv preprint arXiv:2306.06700, 2023 - arxiv.org
This article investigates a distributed aggregative optimization problem subject to coupled
affine inequality constraints, in which local objective functions depend not only on their own …
affine inequality constraints, in which local objective functions depend not only on their own …
An Accelerated Gradient Tracking Algorithm with Projection Error for Distributed Optimization
X Meng, Q Liu, J Xiong - 2023 15th International Conference on …, 2023 - ieeexplore.ieee.org
This paper investigates the problem of constrained distributed optimization solved by multi-
agent network with on undirected graphs, which aims to optimize a global objective function …
agent network with on undirected graphs, which aims to optimize a global objective function …
Distributed Augmented Primal-Dual Algorithm for Multi-Agent Constrained Optimization
K Du, M Meng - 2024 43rd Chinese Control Conference (CCC), 2024 - ieeexplore.ieee.org
This paper deals with the distributed optimization problem while respecting coupled affine
equality constraints. Resorting to the augmented Lagrangian function, a novel distributed …
equality constraints. Resorting to the augmented Lagrangian function, a novel distributed …