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Adaptive distributed optimization algorithms for Euler-Lagrange systems 期刊论文
AUTOMATICA, 2020, 卷号: 119, 页码: 7
作者:  Zou, Yao;  Meng, Ziyang;  Hong, Yiguang
收藏  |  浏览/下载：214/0  |  提交时间：2020/09/23
Distributed algorithm  Distributed optimization  Euler-Lagrange system  Gain adaptation  
Generalized Nash equilibrium seeking strategy for distributed nonsmooth multi-cluster game 期刊论文
AUTOMATICA, 2019, 卷号: 103, 页码: 20-26
作者:  Zeng, Xianlin;  Chen, Jie;  Liang, Shu;  Hong, Yiguang
收藏  |  浏览/下载：177/0  |  提交时间：2020/01/10
Distributed algorithm  GNE seeking  Nonsmooth function  Multi-cluster game  Set constraint  Coupled nonlinear inequality constraint  
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：131/0  |  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：173/0  |  提交时间：2018/09/08
Consensus-based algorithm  distributed K-means clustering  multi-agent network  switching topology  
Distributed optimisation design with triggers for disturbed continuous-time multi-agent systems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 2, 页码: 282-290
作者:  Deng, Zhenhua;  Wang, Xinghu;  Hong, Yiguang
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
decentralised control  gradient methods  discrete time systems  optimisation  continuous time systems  multi-agent systems  external disturbance rejection  internal model design  event-triggered gradient measurement strategy  event-triggered communication strategy  time-triggered communication  distributed optimisation algorithm  discrete-time communication measurement  disturbed continuous-time multiagent systems  distributed optimisation design  
Initialization-free distributed algorithms for optimal resource allocation with feasibility constraints and application to economic dispatch of power systems 期刊论文
AUTOMATICA, 2016, 卷号: 74, 页码: 259-269
作者:  Yi, Peng;  Hong, Yiguang;  Liu, Feng
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Resource allocation  Distributed optimization  Multi-agent system  Plug-and-play algorithm  Gradient flow  Projected dynamical system  Economic dispatch  
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：146/0  |  提交时间：2018/07/30
distributed convex optimization  constrained optimization algorithm  stochastic gradient  convergence rate