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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Asymptotic behavior of least squares estimators for nonlinear autoregressive models
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 6, 页码: 2
Authors:
Liu, Zhaobo
;
Li, Chanying
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View/Download:47/0
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Submit date:2023/02/07
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
Authors:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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View/Download:56/0
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Submit date: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)
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
Authors:
Zhao, Wenxiao
;
Weyer, Erik
;
Yin, George
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View/Download:92/0
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Submit date:2021/10/26
Convex optimization
nonlinear autoregressive systems with exogenous inputs (NARX)
nonparametric
identification
stochastic approximation
strong consistency
The Estimation Performance of Nonlinear Least Squares for Phase Retrieval
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 卷号: 66, 期号: 12, 页码: 7967-7977
Authors:
Huang, Meng
;
Xu, Zhiqiang
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View/Download:88/0
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Submit date:2021/04/26
Phase retrieval
estimation performance
nonlinear least squares
nonlinear Lasso
Feedback and uncertainty: Some basic problems and results
期刊论文
ANNUAL REVIEWS IN CONTROL, 2020, 卷号: 49, 页码: 27-36
Authors:
Guo, Lei
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View/Download:100/0
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Submit date:2021/01/14
Feedback
Uncertainty
Nonlinear systems
Adaptive control
Least-squares
PID control
Stability
Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 657-667
Authors:
Wu, Leqin
;
Qiu, Xing
;
Yuan, Ya-xiang
;
Wu, Hulin
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View/Download:143/0
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Submit date:2020/01/10
Complex system
Eigenvalue updating algorithm
High dimension
Matrix-based variable selection
Ordinary differential equation
Separable least squares
Nonlinear least squares with local polynomial interpolation for quantitative analysis of IR spectra
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2019, 卷号: 206, 页码: 147-153
Authors:
Wu, Yifan
;
Peng, Silong
;
Xie, Qiong
;
Xu, Pengcheng
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Submit date:2018/11/16
Spectroscopy
Quantitative analysis
Nonlinear least squares
Local polynomial interpolation
Optimal estimation of sensor biases for asynchronous multi-sensor data fusion
期刊论文
MATHEMATICAL PROGRAMMING, 2018, 卷号: 170, 期号: 1, 页码: 357-386
Authors:
Pu, Wenqiang
;
Liu, Ya-Feng
;
Yan, Junkun
;
Liu, Hongwei
;
Luo, Zhi-Quan
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View/Download:139/0
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Submit date:2018/07/30
Block coordinate decent algorithm
Nonlinear least squares
Sensor registration problem
Tightness of semidefinite relaxation
Nonlinear Least Squares Estimation of Log-ACD Models
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2018, 卷号: 34, 期号: 3, 页码: 516-533
Authors:
Chen, Zhao
;
Liu, Wei
;
Wang, Christina Dan
;
Wu, Wu-qing
;
Wu, Yao-hua
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View/Download:124/0
  |  
Submit date:2018/09/08
Log-ACD model
nonlinear least squares estimation
Log-GARCH model
heavy-tail
nonlinearleastsquaresestimationoflogacdmodels
期刊论文
actamathematicaeapplicataesinica, 2018, 卷号: 034, 期号: 003, 页码: 516
Authors:
Chen Zhao
;
Liu Wei
;
Wang Christina Dan
;
Wu Wuqing
;
Wu Yaohua
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Submit date:2020/01/10