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DISTRIBUTED SUBGRADIENT-FREE STOCHASTIC OPTIMIZATION ALGORITHM FOR NONSMOOTH CONVEX FUNCTIONS OVER TIME-VARYING NETWORKS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 卷号: 57, 期号: 4, 页码: 2821-2842
Authors:  Wang, Yinghui;  Zhao, Wenxiao;  Hong, Yiguang;  Zamani, Mohsen
Favorite  |  View/Download:0/0  |  Submit date:2019/10/28
distributed stochastic optimization  gradient-/subgadient-free algorithm  nonsmoothness  randomized differences  
Cooperative Control via Congestion Game Approach 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 12, 页码: 4361-4366
Authors:  Hao, Yaqi;  Pan, Sisi;  Qiao, Yupeng;  Cheng, Daizhan
Favorite  |  View/Download:7/0  |  Submit date:2019/03/05
Congestion game  distributed welfare  facility-based system (FBS)  Nash equilibrium  potential function  
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
Authors:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
Favorite  |  View/Download:14/0  |  Submit date:2018/11/16
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs  
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
Authors:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
Favorite  |  View/Download:0/0  |  Submit date:2019/10/28
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs  
Distributed optimal resource allocation of second-order multiagent systems 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 卷号: 28, 期号: 14, 页码: 4246-4260
Authors:  Deng, Zhenhua;  Liang, Shu;  Yu, Weiyong
Favorite  |  View/Download:9/0  |  Submit date:2018/10/07
distributed optimization  multiagent systems  resource allocation  second-order systems  
Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation 期刊论文
AUTOMATICA, 2018, 卷号: 95, 页码: 222-228
Authors:  Liang, Shu;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download:4/0  |  Submit date:2018/10/07
Distributed optimization  Resource allocation  Sub-optimality  Weight-balanced graph  Singular perturbation  
Privacy Preservation in Distributed Subgradient Optimization Algorithms 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154-2165
Authors:  Lou, Youcheng;  Yu, Lean;  Wang, Shouyang;  Yi, Peng
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Asynchronous optimization  distributed optimization  heterogeneous-stepsize  privacy preservation  
Distributed Nonsmooth Optimization With Coupled Inequality Constraints via Modified Lagrangian Function 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1753-1759
Authors:  Liang, Shu;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Coupled constraint  distributed optimization  modified Lagrangian function  nonsmooth analysis  primal-dual dynamics  
Consistent distributed state estimation with global observability over sensor network 期刊论文
AUTOMATICA, 2018, 卷号: 92, 页码: 162-172
Authors:  He, Xingkang;  Xue, Wenchao;  Fang, Haitao
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Wireless sensor networks  Time-varying systems  State estimation  Covariance intersection  Distributed Kalman filter  Global observability  Semi-definite programming  
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
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Distributed optimization  Resource allocation  Stochastic approximation  Random graph  Demand response