489 citations · 1.2k across the 25 of their papers we have counts for
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math.OC2015★ 1 cited
Distributed Resource Allocation Over Random Networks Based on Stochastic Approximation
Peng Yi, Jinlong Lei, Yiguang Hong
In this paper, a stochastic approximation (SA) based distributed algorithm is proposed to solve the resource allocation (RA) with uncertainties. In this problem, a group of agents…
math.OC2015★ 489 cited
Initialization-free Distributed Algorithms for Optimal Resource Allocation with Feasibility Constraints and its Application to Economic Dispatch of Power Systems
Peng Yi, Yiguang Hong, Feng Liu
In this paper, the distributed resource allocation optimization problem is investigated. The allocation decisions are made to minimize the sum of all the agents' local objective fu…
math.OC2015★ 5 cited
Distributed Continuous-Time Algorithm for Constrained Convex Optimizations via Nonsmooth Analysis Approach
Xianlin Zeng, Peng Yi, Yiguang Hong
This technical note studies the distributed optimization problem of a sum of nonsmooth convex cost functions with local constraints. At first, we propose a novel distributed contin…