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Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
收藏
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浏览/下载：1/0
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提交时间：2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 7, 页码: 7885-7893
作者:
Su, Shuai
;
Zhu, Qingyang
;
Liu, Junqing
;
Tang, Tao
;
Wei, Qinglai
收藏
|
浏览/下载：3/0
|
提交时间：2023/11/17
Deep reinforcement learning (RL)
driving strategy
energy-efficient train control (EETC)
soft actorcritic (SAC)
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 5, 页码: 2610-2617
作者:
Wei, Qinglai
;
Zhu, Liao
;
Li, Tao
;
Liu, Derong
收藏
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浏览/下载：34/0
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提交时间：2022/07/25
Time-varying systems
Nonlinear systems
Optimal control
Heuristic algorithms
Dynamic programming
Neural networks
Linear systems
Adaptive dynamic programming
approximate dynamic programming
finite horizon
nonlinear systems
optimal control
pseudolinear approximation
Dynamic coherent diffractive imaging with a physics-driven untrained learning method
期刊论文
OPTICS EXPRESS, 2021, 卷号: 29, 期号: 20, 页码: 31426-31442
作者:
Yang, Dongyu
;
Zhang, Junhao
;
Tao, Ye
;
Lv, Wenjin
;
Lu, Shun
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浏览/下载：24/0
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提交时间：2021/12/01
Reconstruction of Stack Plume Based on Imaging Differential Absorption Spectroscopy and Compressed Sensing
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 卷号: 41
作者:
Zhong Ming-yu
;
Zhou Hai-jin
;
Si Fu-qi
;
Wang Yu
;
Dou Ke
收藏
|
浏览/下载：21/0
|
提交时间：2021/09/06
Imaging differential optical absorption spectrometer
Spectral absorption by atmospheric gases
Computed tomography
Compressed sensing
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383
作者:
Wei, Qinglai
;
Li, Hongyang
;
Yang, Xiong
;
He, Haibo
收藏
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浏览/下载：63/0
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提交时间：2021/06/07
Optimal control
Nonlinear systems
Decentralized control
Mathematical model
Convergence
Multi-agent systems
Adaptive dynamic programming (ADP)
approximate dynamic programming
distributed policy iteration
nonlinear systems
optimal control
Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
收藏
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浏览/下载：15/0
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提交时间：2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Diagonalization-based parallel-in-time algorithms for parabolic PDE-constrained optimization problems
期刊论文
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2020, 卷号: 26, 页码: 26
作者:
Wu, Shu-Lin
;
Zhou, Tao
收藏
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浏览/下载：9/0
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提交时间：2021/04/26
Parabolic PDE-constrained optimization
PinT algorithm
diagonalization technique
preconditioner
GMRES
BiCGStab
Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 5, 页码: 1293-1302
作者:
Chen, Xueli
;
Zhu, Shouping
;
Wang, Huiyuan
;
Bao, Cuiping
;
Yang, Defu
收藏
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浏览/下载：65/0
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提交时间：2020/06/22
Image reconstruction
Three-dimensional displays
Raman scattering
Tomography
Chemicals
Laser beams
Sparse reconstruction
iterative reconstruction
stimulated Raman projection
tomography
An Adaptive First-Order Reliability Analysis Method for Nonlinear Problems
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020
作者:
Wang Zhiming
;
Zhang Yafei
;
Song Yalong
收藏
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浏览/下载：4/0
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提交时间：2020/06/02
Efficiency
Iterative methods
Nonlinear analysis
Numerical methods
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