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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：167/0  |  提交时间：2018/09/08
Consensus-based algorithm  distributed K-means clustering  multi-agent network  switching topology  
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：200/0  |  提交时间：2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
Consistent distributed state estimation with global observability over sensor network 期刊论文
AUTOMATICA, 2018, 卷号: 92, 页码: 162-172
作者:  He, Xingkang;  Xue, Wenchao;  Fang, Haitao
收藏  |  浏览/下载：190/0  |  提交时间：2018/07/30
Wireless sensor networks  Time-varying systems  State estimation  Covariance intersection  Distributed Kalman filter  Global observability  Semi-definite programming  
Distributed Nash equilibrium seeking for aggregative games with coupled constraints 期刊论文
AUTOMATICA, 2017, 卷号: 85, 页码: 179-185
作者:  Liang, Shu;  Yi, Peng;  Hong, Yiguang
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Distributed algorithms  Aggregative games  Generalized Nash equilibrium  Projected dynamics  Coupled constraints  
Distributed optimal coordination for multiple heterogeneous Euler-Lagrangian systems 期刊论文
AUTOMATICA, 2017, 卷号: 79, 页码: 207-213
作者:  Zhang, Yanqiong;  Deng, Zhenhua;  Hong, Yiguang
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
Distributed optimization  Gradient-based algorithms  Euler-Lagrangian systems  Uncertainties  
DISTRIBUTED CLASSIFICATION LEARNING BASED ON NONLINEAR VECTOR SUPPORT MACHINES FOR SWITCHING NETWORKS 期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 4, 页码: 595-611
作者:  Wang, Yinghui;  Lin, Peng;  Qin, Huashu
收藏  |  浏览/下载：99/0  |  提交时间：2018/07/30
nonlinear support vector machine  multi-agent system  distributed optimization  connectivity