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ASYMPTOTIC PROPERTIES OF PRIMAL-DUAL ALGORITHM FOR DISTRIBUTED STOCHASTIC OPTIMIZATION OVER RANDOM NETWORKS WITH IMPERFECT COMMUNICATIONS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2018, 卷号: 56, 期号: 3, 页码: 2159
Authors:  Lei, Jinlong;  Chen, Han-Fu;  Fang, Hai-Tao
Favorite  |  View/Download:3/0  |  Submit date:2019/12/31
Primal-dual algorithm for distributed constrained optimization 期刊论文
SYSTEMS & CONTROL LETTERS, 2016, 卷号: 96, 页码: 110-117
Authors:  Lei, Jinlong;  Chen, Han-Fu;  Fang, Hai-Tao
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Distributed constrained optimization  Primal-dual algorithm  Augmented Lagrange method  Multi-agent network  
Recursive estimation for ordered eigenvectors of symmetric matrix with observation noise 期刊论文
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2011, 卷号: 382, 期号: 2, 页码: 822-842
Authors:  Chen, Han-Fu;  Fang, Hai-Tao;  Zhang, Li-Li
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
Principal component analysis (PCA)  Recursive algorithm  Stochastic approximation  Ordered convergence  Convergence rate