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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:  Gao, Juan;  Liu, Xin-Wei;  Dai, Yu-Hong;  Huang, Yakui;  Gu, Junhua
收藏  |  浏览/下载：85/0  |  提交时间：2023/02/07
Distributed non-convex optimization  Machine learning  Momentum methods  Optimization algorithms  Convergence rate  
Differentially private distributed algorithms for stochastic aggregative games 期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 13
作者:  Wang, Jimin;  Zhang, Ji-Feng;  He, Xingkang
收藏  |  浏览/下载：29/0  |  提交时间：2023/02/07
Differential privacy  Stochastic aggregative games  Distributed algorithms  Stochastic approximation  
Efficient Algorithm for Approximating Nash Equilibrium of Distributed Aggregative Games 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 13
作者:  Xu, Gehui;  Chen, Guanpu;  Qi, Hongsheng;  Hong, Yiguang
收藏  |  浏览/下载：40/0  |  提交时间：2023/02/07
Games  Approximation algorithms  Heuristic algorithms  Optimization  Standards  Distributed algorithms  Convergence  -Nash equilibrium (NE)  aggregative game  approximation  distributed algorithm  
Distributed Optimization Design for Computation of Algebraic Riccati Inequalities 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 3, 页码: 1924-1935
作者:  Zeng, Xianlin;  Chen, Jie;  Hong, Yiguang
收藏  |  浏览/下载：100/0  |  提交时间：2022/06/21
Linear matrix inequalities  Distributed algorithms  Optimization  Heuristic algorithms  Dynamical systems  Convergence  Multi-agent systems  Distributed algorithm  distributed optimization  matrix inequality  
Input-Feedforward-Passivity-Based Distributed Optimization Over Jointly Connected Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 9, 页码: 4117-4131
作者:  Li, Mengmou;  Chesi, Graziano;  Hong, Yiguang
收藏  |  浏览/下载：118/0  |  提交时间：2022/04/02
Topology  Distributed algorithms  Optimization  Feedforward systems  Output feedback  Convergence  Couplings  Continuous-time algorithms  derivative feedback  input feedforward passivity  uniformly jointly strongly connected (UJSC) topologies  weight-balanced digraphs  
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
作者:  Deng, Wen;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：138/0  |  提交时间：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  
Network flows that solve least squares for linear equations 期刊论文
AUTOMATICA, 2020, 卷号: 120, 页码: 12
作者:  Liu, Yang;  Lou, Youcheng;  Anderson, Brian D. O.;  Shi, Guodong
收藏  |  浏览/下载：214/0  |  提交时间：2020/11/18
Distributed algorithms  Linear equation  Least-squares solutions  
Distributed Continuous-Time Nonsmooth Convex Optimization With Coupled Inequality Constraints 期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 卷号: 7, 期号: 1, 页码: 74-84
作者:  Li, Xiuxian;  Xie, Lihua;  Hong, Yiguang
收藏  |  浏览/下载：140/0  |  提交时间：2020/05/24
Continuous-time algorithms  coupled inequality constraints  distributed convex optimization  multiagent networks  nonsmooth analysis  
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
作者:  Huang Shijie;  Yi Peng
收藏  |  浏览/下载：160/0  |  提交时间：2021/01/14
Distributed algorithms  Nash equilibrium seeking  best response dynamics  non-smooth finite-time tracking dynamics  potential games  
Adaptive Exact Penalty Design for Constrained Distributed Optimization 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 11, 页码: 4661-4667
作者:  Zhou, Hongbing;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：114/0  |  提交时间：2020/05/24
Optimization  Distributed algorithms  Linear programming  Convex functions  Adaptive control  Convergence  Adaptive algorithms  Adaptive algorithm  convex and nondifferentiable function  distributed optimization  exact penalty method