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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：201/0  |  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：150/0  |  提交时间：2018/07/30
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
作者:  Tang, Huaibin;  Li, Tao
收藏  |  浏览/下载：169/0  |  提交时间：2018/07/30
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
作者:  Cao, Yanzhao;  Hong, Jialin;  Liu, Zhihui
收藏  |  浏览/下载：153/0  |  提交时间：2018/07/30
stochastic differential equation of boundary value type  fractional Brownian motion  piecewise constant approximation  finite element approximation