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A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638
作者:  Yu, Tengteng;  Liu, Xin-Wei;  Dai, Yu-Hong;  Sun, Jie
收藏  |  浏览/下载：119/0  |  提交时间：2022/04/02
Convergence  Convex functions  Risk management  Gradient methods  Learning systems  Sun  Barzilai-Borwein (BB) method  empirical risk minimization (ERM)  proximal method  stochastic gradient  trust-region  
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
作者:  Chen, Guanpu;  Zeng, Xianlin;  Hong, Yiguang
收藏  |  浏览/下载：154/0  |  提交时间：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  
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：195/0  |  提交时间：2020/01/10
Distributed coordination  energy storage (ES)  multiagent systems  multistep optimization  push-sum and gradient method  smart grid  
Distributed optimal coordination for multiple heterogeneous Euler-Lagrangian systems 期刊论文
AUTOMATICA, 2017, 卷号: 79, 页码: 207-213
作者:  Zhang, Yanqiong;  Deng, Zhenhua;  Hong, Yiguang
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
Distributed optimization  Gradient-based algorithms  Euler-Lagrangian systems  Uncertainties  
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：129/0  |  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  
Indirect model reference adaptive control for a class of fractional order systems 期刊论文
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2016, 卷号: 39, 页码: 458-471
作者:  Chen, Yuquan;  Wei, Yiheng;  Liang, Shu;  Wang, Yong
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Fractional order systems  Indirect model reference adaptive control  Constrained gradient estimation method  Indirect Lyapunov method  Frequency distributed model  
Stochastic stability of measures in gradient systems 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2016, 卷号: 314, 页码: 9-17
作者:  Huang, Wen;  Ji, Min;  Liu, Zhenxin;  Yi, Yingfei
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
Fokker-Planck equation  Gradient systems  Gibbs measure  Limit measure  Stochastic stability  White noise perturbation  
Stochastic sub-gradient algorithm for distributed optimization with random sleep scheme 期刊论文
Control Theory and Technology, 2015, 卷号: 13, 期号: 4, 页码: 333-347
作者:  Yi Peng;  Hong Yiguang
收藏  |  浏览/下载：105/0  |  提交时间：2021/01/14
Distributed optimization  sub-gradient algorithm  random sleep  multi-agent systems  randomized algorithm  
On feedback equivalence to port controlled Hamiltonian systems 期刊论文
SYSTEMS & CONTROL LETTERS, 2005, 卷号: 54, 期号: 9, 页码: 911-917
作者:  Cheng, DZ;  Astolfi, A;  Ortega, R
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
Hamiltonian systems  linear-gradient systems  passivity-based control  feedback equivalence