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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：85/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：121/0  |  提交时间：2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
A sequential design strategy for integrating low-accuracy and high-accuracy computer experiments 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 页码: 8
作者:  Li, Xinmin;  Wang, Xiao;  Xiong, Shifeng
收藏  |  浏览/下载：165/0  |  提交时间：2021/04/26
Gaussian process model  Multi-fidelity  Optimal design  Space-filling design  
Flexible Nested Latin Hypercube Designs for Computer Experiments 期刊论文
JOURNAL OF QUALITY TECHNOLOGY, 2017, 卷号: 49, 期号: 4, 页码: 337-353
作者:  Chen, Daijun;  Xiong, Shifeng
收藏  |  浏览/下载：115/0  |  提交时间：2018/07/30
Multi-Fidelity Computer Model  Optimal Design  Sequential Design  Space-Filling Design  
The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2017, 卷号: 112, 期号: 520, 页码: 1417-1429
作者:  Li, Xiaodong;  He, Xu;  He, Yuanzhen;  Zhang, Hui;  Zhang, Zhong;  Lin, Dennis K. J.
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Cross array  D-optimal design  Incomplete block design  Minimum number of level changes  Random block effect  
MULTISCALE APPROACH FOR OPTIMAL DESIGN IN CONDUCTIVITY OF COMPOSITE MATERIALS 期刊论文
SIAM JOURNAL ON NUMERICAL ANALYSIS, 2015, 卷号: 53, 期号: 3, 页码: 1325-1349
作者:  Liu, Jianjun;  Cao, Liqun;  Yan, Ningning;  Cui, Junzhi
收藏  |  浏览/下载：107/0  |  提交时间：2018/07/30
optimal design in conductivity  composite materials  homogenization  multiscale asymptotic method  finite element method  the interior point optimizer  
Optimal multi-criteria designs for Fourier regression models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2001, 卷号: 96, 期号: 2, 页码: 387-401
作者:  Shi, P;  Fang, KT;  Tsai, CL
收藏  |  浏览/下载：84/0  |  提交时间：2018/07/30
Fourier regression model  lattice point  optimal design  
Steiner tree problem with minimum number of Steiner points and bounded edge-length 期刊论文
INFORMATION PROCESSING LETTERS, 1999, 卷号: 69, 期号: 2, 页码: 53-57
作者:  Lin, GH;  Xue, GL
收藏  |  浏览/下载：96/0  |  提交时间：2018/07/30
algorithms  approximation algorithms  Steiner minimum trees  VLSI design  WDM optimal networks  wireless communications  
The comparison between polynomial regression and orthogonal polynomial regression 期刊论文
STATISTICS & PROBABILITY LETTERS, 1998, 卷号: 38, 期号: 4, 页码: 289-294
作者:  Tian, GL
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
condition number  gram-Schmidt decomposition  multicollinearity  optimal design  polynomial regression