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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:81/0  |  Submit date:2018/07/30
Asynchronous optimization  distributed optimization  heterogeneous-stepsize  privacy preservation  
Nash Equilibrium Computation in Subnetwork Zero-Sum Games With Switching Communications 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 10, 页码: 2920-2935
Authors:  Lou, Youcheng;  Hong, Yiguang;  Xie, Lihua;  Shi, Guodong;  Johansson, Karl Henrik
Favorite  |  View/Download:41/0  |  Submit date:2018/07/30
Heterogeneous stepsizes  joint connection  multi-agent systems  Nash equilibrium  weight-unbalanced graphs  
Stochastic sub-gradient algorithm for distributed optimization with random sleep scheme 期刊论文
Control Theory and Technology, 2015, 卷号: 13, 期号: 4, 页码: 333-347
Authors:  Yi Peng;  Hong Yiguang
Favorite  |  View/Download:37/0  |  Submit date:2021/01/14
Distributed optimization  sub-gradient algorithm  random sleep  multi-agent systems  randomized algorithm