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Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
作者:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
收藏  |  浏览/下载：235/0  |  提交时间：2018/11/16
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs  
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
作者:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
收藏  |  浏览/下载：124/0  |  提交时间：2019/10/28
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs  
Distributed Consensus-Based K-Means Algorithm in Switching Multi-Agent Networks 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 5, 页码: 1128-1145
作者:  Lin Peng;  Wang Yinghui;  Qi Hongsheng;  Hong Yiguang
收藏  |  浏览/下载：168/0  |  提交时间：2018/09/08
Consensus-based algorithm  distributed K-means clustering  multi-agent network  switching topology  
Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation 期刊论文
AUTOMATICA, 2018, 卷号: 95, 页码: 222-228
作者:  Liang, Shu;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：164/0  |  提交时间：2018/10/07
Distributed optimization  Resource allocation  Sub-optimality  Weight-balanced graph  Singular perturbation  
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：202/0  |  提交时间：2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
Distributed Nonsmooth Optimization With Coupled Inequality Constraints via Modified Lagrangian Function 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1753-1759
作者:  Liang, Shu;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：143/0  |  提交时间：2018/07/30
Coupled constraint  distributed optimization  modified Lagrangian function  nonsmooth analysis  primal-dual dynamics  
On the convergence rates of kernel estimator and hazard estimator for widely dependent samples 期刊论文
Journal of Inequalities and Applications, 2018, 卷号: 2018, 期号: 1
作者:  Li,Yongming;  Zhou,Yong;  Liu,Chao
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Widely orthant dependent  Kernel density estimator  Hazard rate  Strong convergence  62G05  62G20  
Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
作者:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
Uniform convergence for signed networks under directed switching topologies 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 8-15
作者:  Meng, Deyuan;  Meng, Ziyang;  Hong, Yiguang
收藏  |  浏览/下载：158/0  |  提交时间：2018/07/30
Asymptotic stability  Bipartite consensus  Signed networks  Simultaneous structural balance  Switching topologies  
A Novel Extended State Observer for Output Tracking of MIMO Systems With Mismatched Uncertainty 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 1, 页码: 211-218
作者:  Zhao, Zhi-Liang;  Guo, Bao-Zhu
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
Extended state observer (ESO)  multi-input multioutput (MIMO) systems  nonlinear systems  output tracking  uncertainty