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DISTRIBUTED SUBGRADIENT-FREE STOCHASTIC OPTIMIZATION ALGORITHM FOR NONSMOOTH CONVEX FUNCTIONS OVER TIME-VARYING NETWORKS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 卷号: 57, 期号: 4, 页码: 2821-2842
作者:  Wang, Yinghui;  Zhao, Wenxiao;  Hong, Yiguang;  Zamani, Mohsen
收藏  |  浏览/下载：122/0  |  提交时间：2019/10/28
distributed stochastic optimization  gradient-/subgadient-free algorithm  nonsmoothness  randomized differences  
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  
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：136/0  |  提交时间：2020/01/10
Semi-global output consensus of a group of linear systems in the presence of external disturbances and actuator saturation: An output regulation approach 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 卷号: 26, 期号: 7, 页码: 1353-1375
作者:  Zhao, Zhiyun;  Hong, Yiguang;  Lin, Zongli
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Output regulation  output consensus  actuator saturation  multi-agent systems  low-gain feedback  external disturbance  jointly connected graph  
Distributed Projection-Based Algorithms for Source Localization in Wireless Sensor Networks 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 卷号: 14, 期号: 6, 页码: 3131-3142
作者:  Zhang, Yanqiong;  Lou, Youcheng;  Hong, Yiguang;  Xie, Lihua
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Source localization  wireless sensor networks  distributed algorithms  intersection computation  constrained convex optimization