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Distributed Optimization for Resource Allocation Problems Under Large Delays 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 12, 页码: 9448-9457
作者:  Wang, Xue-Fang;  Hong, Yiguang;  Sun, Xi-Ming;  Liu, Kun-Zhi
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Distributed optimization  large delays  Lyapunov functionals  resource allocation  
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：115/0  |  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  
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：145/0  |  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  
Applying Ricci flow to high dimensional manifold learning 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
作者:  Li, Yangyang;  Lu, Ruqian
收藏  |  浏览/下载：156/0  |  提交时间：2020/01/10
manifold learning  Ricci flow  Ricci curvature  dimension reduction  curvature estimation  
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：188/0  |  提交时间：2020/01/10
Distributed coordination  energy storage (ES)  multiagent systems  multistep optimization  push-sum and gradient method  smart grid  
Distributed continuous-time algorithm for a general nonsmooth monotropic optimization problem 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 卷号: 29, 期号: 10, 页码: 3252-3266
作者:  Li, Xiuxian;  Xie, Lihua;  Hong, Yiguang
收藏  |  浏览/下载：156/0  |  提交时间：2020/01/10
continuous-time networks  distributed convex optimization  general monotropic optimization problems  nonsmooth analysis  
Wave simulation for the poroelastic wave equations by the multiscale method 期刊论文
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2019, 卷号: 62, 期号: 6, 页码: 2176-2187
作者:  Zhang WenSheng;  Zheng Hui
收藏  |  浏览/下载：150/0  |  提交时间：2020/01/10
Poroelastic wave equations  Inhomogeneous media  Wave simulation  Multiscale method  PML absorbing boundary  
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
作者:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：231/0  |  提交时间：2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Average Consensus for Multi-Agent System with Measurement Noise and Binary-Valued Communication 期刊论文
ASIAN JOURNAL OF CONTROL, 2019, 卷号: 21, 期号: 3, 页码: 1043-1056
作者:  Wang, Ximei;  Wang, Ting;  Xu, Changbao;  Zhao, Yanlong
收藏  |  浏览/下载：177/0  |  提交时间：2020/01/10
Multi-agent systems  average consensus  binary-valued communication  state estimation  convergence  convergence rate  
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：171/0  |  提交时间：2020/01/10
Distributed algorithm  GNE seeking  Nonsmooth function  Multi-cluster game  Set constraint  Coupled nonlinear inequality constraint