Survey of distributed algorithms for resource allocation over multi-agent systems
Resource allocation and scheduling in multi-agent systems present challenges due to
complex interactions and decentralization. This survey paper provides a comprehensive …
complex interactions and decentralization. This survey paper provides a comprehensive …
Byzantine-resilient resource allocation over decentralized networks
This paper considers the resource allocation problem over a decentralized multi-agent
network and at presence of Byzantine agents. Compared with its centralized counterpart, a …
network and at presence of Byzantine agents. Compared with its centralized counterpart, a …
The END: Estimation Network Design for games under partial-decision information
Multi-agent decision problems are typically solved via distributed iterative algorithms, where
the agents only communicate between themselves on a peerto-peer network. Each agent …
the agents only communicate between themselves on a peerto-peer network. Each agent …
Dual consensus proximal algorithm for multi-agent sharing problems
This work considers multi-agent sharing optimization problems, where each agent owns a
local smooth function plus a non-smooth function, and the network seeks to minimize the …
local smooth function plus a non-smooth function, and the network seeks to minimize the …
Proximal nested primal-dual gradient algorithms for distributed constraint-coupled composite optimization
J Li, Q An, H Su - Applied Mathematics and Computation, 2023 - Elsevier
In this paper, we study a class of distributed constraint-coupled optimization problems,
where each local function is composed of a smooth and strongly convex function and a …
where each local function is composed of a smooth and strongly convex function and a …
Implicit tracking-based distributed constraint-coupled optimization
J Li, H Su - IEEE Transactions on Control of Network Systems, 2022 - ieeexplore.ieee.org
A class of distributed optimization problem with a globally coupled equality constraint and
local constrained sets is studied in this article. For its special case where local constrained …
local constrained sets is studied in this article. For its special case where local constrained …
Distributed online convex optimization with multiple coupled constraints: A double accelerated push–pull algorithm
W Suo, W Li, B Zhang, Y Liu - Journal of the Franklin Institute, 2023 - Elsevier
This paper is concerned with the distributed online convex optimization problems with
multiple coupled constraints over unbalanced digraphs, which are widely applied in diverse …
multiple coupled constraints over unbalanced digraphs, which are widely applied in diverse …
Distributed aggregative optimization with affine coupling constraints
K Du, M Meng - Neural Networks, 2025 - 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 …
Achieving violation-free distributed optimization under coupling constraints
Constraint satisfaction is a critical component in a wide range of engineering applications,
including but not limited to safe multi-agent control and economic dispatch in power …
including but not limited to safe multi-agent control and economic dispatch in power …
Linear convergence for distributed stochastic optimization with coupled inequality constraints
This paper considers the distributed stochastic optimization problem over time-varying
networks, in which agents aim to cooperatively minimize the expected value of the sum of …
networks, in which agents aim to cooperatively minimize the expected value of the sum of …