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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
Authors:  Wang, Xue-Fang;  Hong, Yiguang;  Sun, Xi-Ming;  Liu, Kun-Zhi
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Distributed optimization  large delays  Lyapunov functionals  resource allocation  
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
Authors:  Li, Yangyang;  Lu, Ruqian
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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
Authors:  Yang, Tao;  Wu, Di;  Fang, Huazhen;  Ren, Wei;  Wang, Hong;  Hong, Yiguang;  Johansson, Karl Henrik
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Distributed coordination  energy storage (ES)  multiagent systems  multistep optimization  push-sum and gradient method  smart grid  
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
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Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Distributed Computation of Linear Matrix Equations: An Optimization Perspective 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1858-1873
Authors:  Zeng, Xianlin;  Liang, Shu;  Hong, Yiguang;  Chen, Jie
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Constrained convex optimization  distributed computation  least squares solution  linear matrix equation  substitutional decomposition  
Sliced Rotated Sphere Packing Designs 期刊论文
TECHNOMETRICS, 2019, 卷号: 61, 期号: 1, 页码: 66-76
Authors:  He, Xu
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Design of experiment  Expected improvement  Maximin distance  Nested design  Sequential design  
Distributed Formation Control of Multiple Quadrotor Aircraft Based on Nonsmooth Consensus Algorithms 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 1, 页码: 342-353
Authors:  Du, Haibo;  Zhu, Wenwu;  Wen, Guanghui;  Duan, Zhisheng;  Lu, Jinhu
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Finite-time control  formation control  linear quadratic regulator (LQR)  multiple quadrotor aircraft  nonsmooth consensus  
A survey of distributed optimization 期刊论文
ANNUAL REVIEWS IN CONTROL, 2019, 卷号: 47, 页码: 278-305
Authors:  Yang, Tao;  Yi, Xinlei;  Wu, Junfeng;  Yuan, Ye;  Wu, Di;  Meng, Ziyang;  Hong, Yiguang;  Wang, Hong;  Lin, Zongli;  Johansson, Karl H.
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Distributed optimization  Coordination of distributed energy resources  
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
Authors:  Wang, Yinghui;  Zhao, Wenxiao;  Hong, Yiguang;  Zamani, Mohsen
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distributed stochastic optimization  gradient-/subgadient-free algorithm  nonsmoothness  randomized differences  
Analysis of Distributed Adaptive Filters Based on Diffusion Strategies Over Sensor Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 11, 页码: 3643-3658
Authors:  Xie, Siyu;  Guo, Lei
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Diffusion strategies  distributed adaptive filters  least mean squares  stochastic stability  tracking performance