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Distributed gradient-based sampling algorithm for least-squares in switching multi-agent networks 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 9, 页码: 3
作者:  Lin, Peng;  Qi, Hongsheng
收藏  |  浏览/下载:137/0  |  提交时间:2020/05/24
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:203/0  |  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:237/0  |  提交时间:2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
distributedconsensusbasedkmeansalgorithminswitchingmultiagentnetworks 期刊论文
journalofsystemsscienceandcomplexity, 2018, 卷号: 031, 期号: 005, 页码: 1128
作者:  Lin Peng;  Wang Yinghui;  Qi Hongsheng;  Hong Yiguang
收藏  |  浏览/下载:156/0  |  提交时间:2020/01/10
distributedregressionestimationwithincompletedatainmultiagentnetworks 期刊论文
sciencechinainformationscience, 2018, 卷号: 061, 期号: 009, 页码: 092202
作者:  Wang Yinghui;  Lin Peng;  Hong Yiguang
收藏  |  浏览/下载:191/0  |  提交时间:2020/01/10
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:137/0  |  提交时间:2018/07/30
nonlinear support vector machine  multi-agent system  distributed optimization  connectivity  
工具变量线性回归模型的平均估计 期刊论文
系统科学与数学, 2015, 卷号: 35, 期号: 12, 页码: 1546
作者:  陈心洁;  林鹏
收藏  |  浏览/下载:131/0  |  提交时间:2020/01/10