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Distributed Stochastic Approximation Algorithm With Expanding Truncations 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 2, 页码: 664-679
Authors:  Lei, Jinlong;  Chen, Han-Fu
Favorite  |  View/Download：1/0  |  Submit date：2020/05/24
Distributed optimization  distributed stochastic approximation  expanding truncation  multiagent network  
Asymptotic properties of distributed social sampling algorithm 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 15
Authors:  Liu, Qian;  He, Xingkang;  Fang, Haitao
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social networks  opinion formation  social sampling  stochastic approximation  random networks  asymptotic normality  
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
Authors:  Chen, Ge;  Duan, Xiaoming;  Mei, Wenjun;  Bullo, Francesco
Favorite  |  View/Download：6/0  |  Submit date：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
Authors:  Chen, Ge;  Duan, Xiaoming;  Friedkin, Noah E.;  Bullo, Francesco
Favorite  |  View/Download：7/0  |  Submit date：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
Authors:  Wang, Yinghui;  Lin, Peng;  Hong, Yiguang
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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
Authors:  Yi, Peng;  Lei, Jinlong;  Hong, Yiguang
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Distributed optimization  Resource allocation  Stochastic approximation  Random graph  Demand response  
Convergence rates of discrete-time stochastic approximation consensus algorithms: Graph-related limit bounds 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 112, 页码: 9-17
Authors:  Tang, Huaibin;  Li, Tao
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Consensus  Sensor network  Martingale difference sequence  Stochastic approximation  Convergence rate  
Finite element approximations for second-order stochastic differential equation driven by fractional Brownian motion 期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2018, 卷号: 38, 期号: 1, 页码: 184-197
Authors:  Cao, Yanzhao;  Hong, Jialin;  Liu, Zhihui
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stochastic differential equation of boundary value type  fractional Brownian motion  piecewise constant approximation  finite element approximation  
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
Authors:  Chen, Ge;  Wang, Le Yi;  Chen, Chen;  Yin, George
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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
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
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Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency