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Distributed Energy Resource Coordination Over Time-Varying Directed Communication Networks 期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2019, 卷号: 6, 期号: 3, 页码: 1124-1134
作者:  Yang, Tao;  Wu, Di;  Fang, Huazhen;  Ren, Wei;  Wang, Hong;  Hong, Yiguang;  Johansson, Karl Henrik
收藏  |  浏览/下载：208/0  |  提交时间：2020/01/10
Distributed coordination  energy storage (ES)  multiagent systems  multistep optimization  push-sum and gradient method  smart grid  
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：176/0  |  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：209/0  |  提交时间：2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
Distributed Nonsmooth Optimization With Coupled Inequality Constraints via Modified Lagrangian Function 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 6, 页码: 1753-1759
作者:  Liang, Shu;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：152/0  |  提交时间：2018/07/30
Coupled constraint  distributed optimization  modified Lagrangian function  nonsmooth analysis  primal-dual dynamics  
Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
作者:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
收藏  |  浏览/下载：159/0  |  提交时间：2018/07/30
Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
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
作者:  Zeng, Xianlin;  Yi, Peng;  Hong, Yiguang
收藏  |  浏览/下载：171/0  |  提交时间：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
作者:  Liang, Shu;  Yi, Peng;  Hong, Yiguang
收藏  |  浏览/下载：137/0  |  提交时间：2018/07/30
Distributed algorithms  Aggregative games  Generalized Nash equilibrium  Projected dynamics  Coupled constraints  
ON CONVERGENCE RATE OF DISTRIBUTED STOCHASTIC GRADIENT ALGORITHM FOR CONVEX OPTIMIZATION WITH INEQUALITY CONSTRAINTS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 卷号: 54, 期号: 5, 页码: 2872-2892
作者:  Yuan, Deming;  Ho, Daniel W. C.;  Hong, Yiguang
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
distributed convex optimization  constrained optimization algorithm  stochastic gradient  convergence rate