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Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1380-1388
作者:  Hossein Mirinejad;  Tamer Inanc;  Jacek M. Zurada
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：144/50  |  提交时间：2021/06/11
Costate estimation  direct trajectory optimization  Galerkin projection  numerical optimal control  radial basis function interpolation  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  收藏  |  浏览/下载：185/22  |  提交时间：2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Digital Twin for Human-Robot Interactive Welding and Welder Behavior Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 334-343
作者:  Qiyue Wang;  Wenhua Jiao;  Peng Wang;  YuMing Zhang
Adobe PDF(29574Kb)  |  收藏  |  浏览/下载：154/29  |  提交时间：2021/04/09
Digital twin (DT)  human-robot interaction (HRI)  machine learning  virtual reality (VR)  welder behavior analysis  
Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
作者:  Xiaofeng Li;  Lu Dong;  Changyin Sun
Adobe PDF(2830Kb)  |  收藏  |  浏览/下载：215/54  |  提交时间：2021/04/09
Adaptive dynamic programming  approximation error  data-based control  Q-learning  switching system  
Novel Stability Criteria for Linear Time-Delay Systems Using Lyapunov-Krasovskii Functionals With A Cubic Polynomial on Time-Varying Delay 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 77-85
作者:  Xian-Ming Zhang;  Qing-Long Han;  Xiaohua Ge
Adobe PDF(1197Kb)  |  收藏  |  浏览/下载：236/59  |  提交时间：2021/04/09
Bessel-Legendre inequality  matrix-valued polynomial inequalities  stability  time-varying delay  time-delay systems