6 citations · 6 across the 2 of their papers we have counts for
3 papers
math.OC2022
Distributed aggregative optimization with quantization communication
Ziqin Chen, Shu Liang
In this paper, we focus on an aggregative optimization problem under the communication bottleneck. The aggregative optimization is to minimize the sum of local cost functions. Each…
math.OC2020★ 6 cited
Exponentially Convergent Algorithm Design for Constrained Distributed Optimization via Non-smooth Approach
Weijian Li, Xianlin Zeng, Shu Liang +1
We consider minimizing a sum of non-smooth objective functions with set constraints in a distributed manner. As to this problem, we propose a distributed algorithm with an exponent…
math.OC2019
Distributed sub-optimal resource allocation via a projected form of singular perturbation
Shu Liang, Xianlin Zeng, Guanpu Chen +1
Distributed optimization for resource allocation problems is investigated and a sub-optimal continuous-time algorithm is proposed. Our algorithm has lower order dynamics than other…