86 citations · 133 across the 21 of their papers we have counts for
6 papers · 1 filter
Dynamical Primal-Dual Accelerated Method with Applications to Network Optimization
Xianlin Zeng, Jinlong Lei, Jie Chen
This paper develops a continuous-time primal-dual accelerated method with an increasing damping coefficient for a class of convex optimization problems with affine equality constra…
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…
Distributed Interval Optimization with Stochastic Zeroth-order Oracle
Yinghui Wang, Xianlin Zeng, Wenxiao Zhao +1
In this paper, we investigate a distributed interval optimization problem which is modeled with optimizing a sum of convex interval-valued objective functions subject to global con…
Distributed Solver for Discrete-Time Lyapunov Equations Over Dynamic Networks with Linear Convergence Rate
Xia Jiang, Xianlin Zeng, Jian Sun +1
This paper investigates the problem of solving discrete-time Lyapunov equations (DTLE) over a multi-agent system, where every agent has access to its local information and communic…
Distributed Computation for Solving the Sylvester Equation Based on Optimization
Wen Deng, Xianlin Zeng, Yiguang Hong
This paper solves the Sylvester equation in the form of AX+XB=C in a distributed way, and proposes three distributed continuous-time algorithms for three cases. We start with the b…
Distributed Nonsmooth Robust Resource Allocation with Cardinality Constrained Uncertainty
Yue Wei, Shuxin Ding, Hao Fang +3
A distributed nonsmooth robust resource allocation problem with cardinality constrained uncertainty is investigated in this paper. The global objective is consisted of local object…