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Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality 期刊论文
AUTOMATICA, 2019, 卷号: 101, 页码: 138-149
Authors:  Bai, Er-Wei;  Cheng, Changming;  Zhao, Wen-Xiao
Favorite  |  View/Download:11/0  |  Submit date:2019/04/02
Variable selection  Nonlinear identification  Kernel  Non-parametric systems  
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
Favorite  |  View/Download:6/0  |  Submit date:2019/10/28
distributed stochastic optimization  gradient-/subgadient-free algorithm  nonsmoothness  randomized differences  
frenchdegroot社会网络模型的结构辨识与参数估计 期刊论文
控制理论与应用, 2019, 页码: 1905-1911
Authors:  董艳萍;  任晓涛;  赵文虓
Favorite  |  View/Download:1/0  |  Submit date:2020/05/24
Local variable selection of nonlinear nonparametric systems by first order expansion 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 111, 页码: 1-8
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Bai, Er-Wei;  Li, Kang
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Nonlinear ARX system  Variable selection  Local linear estimator  Strong consistency  
Local variable selection of nonlinear nonparametric systems by first order expansion 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 111, 页码: 1
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Bai, Er-Wei;  Li, Kang
Favorite  |  View/Download:3/0  |  Submit date:2019/12/31
A general convergence result for kernel-based nonparametric identification of nonlinear stochastic systems 期刊论文
IFAC PAPERSONLINE, 2018, 卷号: 51, 期号: 15, 页码: 634
Authors:  Zhao, Wenxiao;  Weyer, Erik
Favorite  |  View/Download:3/0  |  Submit date:2019/12/31
Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 3959-3971
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
随机逼近算法的样本轨道分析理论及应用 期刊论文
中国科学数学, 2016, 卷号: 46, 期号: 10, 页码: 1583
Authors:  赵文虓;  方海涛
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非参数非线性系统的变量选择及研究进展 期刊论文
中国科学数学, 2016, 卷号: 46, 期号: 10, 页码: 1383
Authors:  白尔维;  李慷;  赵文虓;  牟必强;  郑卫新
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多输入多输出hammerstein和wiener系统的适应调节 期刊论文
系统科学与数学, 2016, 卷号: 36, 期号: 7, 页码: 893
Authors:  冯文辉;  陈翰馥;  赵文虓
Favorite  |  View/Download:2/0  |  Submit date:2020/01/10