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Linear Stochastic Approximation Algorithms and Group Consensus Over Random Signed Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1874-1889
作者:  Chen, Ge;  Duan, Xiaoming;  Mei, Wenjun;  Bullo, Francesco
收藏  |  浏览/下载:173/0  |  提交时间:2020/01/10
Terms-Consensus  linear systems  multiagent systems  signed network  stochastic approximation (SA)  
Social Power Dynamics Over Switching and Stochastic Influence Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 2, 页码: 582-597
作者:  Chen, Ge;  Duan, Xiaoming;  Friedkin, Noah E.;  Bullo, Francesco
收藏  |  浏览/下载:167/0  |  提交时间:2019/03/11
DeGroot-Friedkin (DF) model  opinion dynamics  social networks  social power evolution  stochastic approximation  
Distributed regression estimation with incomplete data in multi-agent networks 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 14
作者:  Wang, Yinghui;  Lin, Peng;  Hong, Yiguang
收藏  |  浏览/下载:203/0  |  提交时间:2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
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
作者:  Yi, Peng;  Lei, Jinlong;  Hong, Yiguang
收藏  |  浏览/下载:153/0  |  提交时间:2018/07/30
Distributed optimization  Resource allocation  Stochastic approximation  Random graph  Demand response  
Critical Connectivity and Fastest Convergence Rates of Distributed Consensus With Switching Topologies and Additive Noises 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 12, 页码: 6152-6167
作者:  Chen, Ge;  Wang, Le Yi;  Chen, Chen;  Yin, George
收藏  |  浏览/下载:171/0  |  提交时间:2018/07/30
Average-consensus  jointly-connected topology  multiagent system  networked system  stochastic approximation  
Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 3959-3971
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
收藏  |  浏览/下载:106/0  |  提交时间:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 7, 页码: 3277-3292
作者:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
收藏  |  浏览/下载:146/0  |  提交时间:2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Convergence of an Upwind Finite-Difference Scheme for Hamilton-Jacobi-Bellman Equation in Optimal Control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 11, 页码: 3012-3017
作者:  Sun, Bing;  Guo, Bao-Zhu
收藏  |  浏览/下载:100/0  |  提交时间:2018/07/30
Convergence  finite-difference  Hamilton-Jacobi-Bellman equation  numerical approximation  optimal control  
Distributed Randomized PageRank Algorithm Based on Stochastic Approximation 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 6, 页码: 1641-1646
作者:  Lei, Jinlong;  Chen, Han-Fu
收藏  |  浏览/下载:119/0  |  提交时间:2018/07/30
Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
STOCHASTIC APPROXIMATION BASED CONSENSUS DYNAMICS OVER MARKOVIAN NETWORKS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2015, 卷号: 53, 期号: 6, 页码: 3339-3363
作者:  Huang, Minyi;  Li, Tao;  Zhang, Ji-Feng
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
backward product  consensus  ergodicity  Markovian switch  mean square convergence  stochastic approximation