91 citations · 126 across the 12 of their papers we have counts for
5 papers · 1 filter
Distributed Constraint-coupled Resource Allocation: Anytime Feasibility and Violation Robustness
Wenwen Wu, Shanying Zhu, Cailian Chen +1
This paper considers distributed resource allocation problems (DRAPs) with a coupled constraint for real-time systems. Based on primal-dual methods, we adopt a control perspective…
A Stochastic Second-Order Proximal Method for Distributed Optimization
Chenyang Qiu, Shanying Zhu, Zichong Ou +1
In this paper, we propose a distributed stochastic second-order proximal method that enables agents in a network to cooperatively minimize the sum of their local loss functions wit…
Differentially Private Distributed Mismatch Tracking Algorithm for Constraint-Coupled Resource Allocation Problems
Wenwen Wu, Shanying Zhu, Shuai Liu +1
This paper considers privacy-concerned distributed constraint-coupled resource allocation problems over an undirected network, where each agent holds a private cost function and ob…
Disturbance-resilient Distributed Resource Allocation over Stochastic Networks using Uncoordinated Stepsizes
Tie Ding, Shanying Zhu, Cailian Chen +1
This paper studies distributed resource allocation problem in multi-agent systems, where all the agents cooperatively minimize the sum of their cost functions with global resource…
A Bregman Splitting Algorithm for Distributed Optimization over Networks
Jinming Xu, Shanying Zhu, Yeng Chai Soh +1
We consider distributed optimization problems in which a group of agents are to collaboratively seek the global optimum through peer-to-peer communication networks. The problem ari…