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MULTI-AGENT SOLVER FOR NON-NEGATIVE MATRIX FACTORIZATION BASED ON OPTIMIZATION 期刊论文
KYBERNETIKA, 2021, 卷号: 57, 期号: 1, 页码: 60-77
Authors:  Tu, Zhipeng;  Li, Weijian
Favorite  |  View/Download：96/0  |  Submit date：2021/04/26
distributed optimization  non-negative matrix factorization  multiplicative update rules  multi-agent network  
Distributed optimisation approach to least-squares solution of Sylvester equations 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 18, 页码: 2968-2976
Authors:  Deng, Wen;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download：99/0  |  Submit date：2021/01/14
least squares approximations  distributed control  stability  distributed algorithms  continuous time systems  matrix algebra  convex programming  multi-robot systems  convex optimisation  distributed optimisation approach  least-squares solution  Sylvester equations  distributed algorithms  multiagent network  problem setup  interconnected system  local information  data matrices  neighbour agents  continuous-time algorithms  optimisation problem  
Distributed best response dynamics for Nash equilibrium seeking in potential games 期刊论文
Control Theory and Technology, 2020, 卷号: 18, 期号: 3, 页码: 324-332
Authors:  Huang Shijie;  Yi Peng
Favorite  |  View/Download：132/0  |  Submit date：2021/01/14
Distributed algorithms  Nash equilibrium seeking  best response dynamics  non-smooth finite-time tracking dynamics  potential games  
Dynamic social balance and convergent appraisals via homophily and influence mechanisms 期刊论文
AUTOMATICA, 2019, 卷号: 110, 页码: 11
Authors:  Mei, Wenjun;  Cisneros-Velarde, Pedro;  Chen, Ge;  Friedkin, Noah E.;  Bullo, Francesco
Favorite  |  View/Download：116/0  |  Submit date：2020/05/24
Structural balance  Multi-agent systems  Homophily/Influence mechanisms  Nonlinear network dynamics  
Distributed optimisation design for solving the Stein equation with constraints 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 15, 页码: 2492-2499
Authors:  Chen, Guanpu;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download：110/0  |  Submit date：2020/05/24
least squares approximations  gradient methods  convergence  matrix algebra  concave programming  multi-agent systems  distributed optimisation design  Stein equations  set constraints  rows  columns  coefficient matrices  equivalent distributed optimisation problem  projection-based algorithm  least-squares solution  constrained Stein equation  multiagent system network  simplified distributed algorithm  
A survey of distributed optimization 期刊论文
ANNUAL REVIEWS IN CONTROL, 2019, 卷号: 47, 页码: 278-305
Authors:  Yang, Tao;  Yi, Xinlei;  Wu, Junfeng;  Yuan, Ye;  Wu, Di;  Meng, Ziyang;  Hong, Yiguang;  Wang, Hong;  Lin, Zongli;  Johansson, Karl H.
Favorite  |  View/Download：169/0  |  Submit date：2020/01/10
Distributed optimization  Coordination of distributed energy resources  
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：131/0  |  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
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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
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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
Favorite  |  View/Download：104/0  |  Submit date：2018/07/30