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Distributed resource allocation over random networks based on stochastic approximation 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 114, 页码: 44-51
Authors:  Yi, Peng;  Lei, Jinlong;  Hong, Yiguang
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Distributed optimization  Resource allocation  Stochastic approximation  Random graph  Demand response  
Distributed Algorithm for Robust Resource Allocation with Polyhedral Uncertain Allocation Parameters 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 1, 页码: 103-119
Authors:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Distributed optimization  resource allocation  robust optimization  polyhedral uncertain parameters  nonsmooth optimization  
DISTRIBUTED CONTINUOUS-TIME ALGORITHMS FOR NONSMOOTH EXTENDED MONOTROPIC OPTIMIZATION PROBLEMS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2018, 卷号: 56, 期号: 6, 页码: 3973-3993
Authors:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang;  Xie, Lihua
Favorite  |  View/Download:17/0  |  Submit date:2019/03/05
extended monotropic optimization  distributed algorithms  nonsmooth convex functions  decomposition methods  differential inclusions  
Distributed Continuous-Time Algorithm for Constrained Convex Optimizations via Nonsmooth Analysis Approach 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 10, 页码: 5227-5233
Authors:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Constrained distributed optimization  continuous-time algorithms  multi-agent systems  nonsmooth analysis  projected dynamical systems  
Initialization-free distributed algorithms for optimal resource allocation with feasibility constraints and application to economic dispatch of power systems 期刊论文
AUTOMATICA, 2016, 卷号: 74, 页码: 259-269
Authors:  Yi, Peng;  Hong, Yiguang;  Liu, Feng
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Resource allocation  Distributed optimization  Multi-agent system  Plug-and-play algorithm  Gradient flow  Projected dynamical system  Economic dispatch