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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
Authors:  Lin Peng;  Wang Yinghui;  Qi Hongsheng;  Hong Yiguang
Favorite  |  View/Download:5/0  |  Submit date: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
Authors:  Wang, Yinghui;  Lin, Peng;  Hong, Yiguang
Favorite  |  View/Download:13/0  |  Submit date:2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
Authors:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
How does the interaction radius affect the performance of intervention on collective behavior? 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 2, 页码: 19
Authors:  Wang, Caiyun;  Han, Jing
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Distributed Algorithm for Robust Resource Allocation with Polyhedral Uncertain Allocation Parameters 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 1, 页码: 103-119
Authors:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Distributed optimization  resource allocation  robust optimization  polyhedral uncertain parameters  nonsmooth optimization  
Distributed Nash equilibrium seeking for aggregative games with coupled constraints 期刊论文
AUTOMATICA, 2017, 卷号: 85, 页码: 179-185
Authors:  Liang, Shu;  Yi, Peng;  Hong, Yiguang
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
Distributed algorithms  Aggregative games  Generalized Nash equilibrium  Projected dynamics  Coupled constraints  
Coordination Over Multi-Agent Networks With Unmeasurable States and Finite-Level Quantization 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 9, 页码: 4647-4653
Authors:  Meng, Yang;  Li, Tao;  Zhang, Ji-Feng
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Cooperatability  finite-level quantization  multi-agent system  quantized observer  
Cooperative Stabilization of a Class of LTI Plants With Distributed Observers 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2017, 卷号: 64, 期号: 7, 页码: 1891-1902
Authors:  Liu, Kexin;  Zhu, Henghui;  Lu, Jinhu
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Cooperative control  multi-agent systems  distributed observers  system stabilization  sensor networks  
DISTRIBUTED EVENT-TRIGGERED ALGORITHM FOR OPTIMAL RESOURCE ALLOCATION OF MULTI-AGENT SYSTEMS 期刊论文
KYBERNETIKA, 2017, 卷号: 53, 期号: 5, 页码: 747-764
Authors:  Yu, Weiyong;  Deng, Zhenhua;  Zhou, Hongbing;  Zeng, Xianlin
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
distributed optimization  event-triggered strategy  multi-agent systems  resource allocation  
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
Authors:  Wang, Yinghui;  Lin, Peng;  Qin, Huashu
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
nonlinear support vector machine  multi-agent system  distributed optimization  connectivity