14 citations · 20 across the 2 of their papers we have counts for
2 papers
math.OC2015★ 6 cited
On the Distributed Optimization over Directed Networks
Chenguang Xi, Qiong Wu, Usman A. Khan
In this paper, we propose a distributed algorithm, called Directed-Distributed Gradient Descent (D-DGD), to solve multi-agent optimization problems over directed graphs. Existing a…
math.OC2014★ 14 cited
Distributed Mirror Descent over Directed Graphs
Chenguang Xi, Qiong Wu, Usman A. Khan
In this paper, we propose Distributed Mirror Descent (DMD) algorithm for constrained convex optimization problems on a (strongly-)connected multi-agent network. We assume that each…