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Model selection for RBF-ARX models Journal article
Applied Soft Computing, 2022,Volume: 121
Authors:  Chen, Qiong Ying;  Chen, Long;  Su, Jian Nan;  Fu, Ming Jian;  Chen, Guang Yong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/06/10
Genetic Algorithms  Model Selection  Parameter Estimation  Rbf-arx Models  Time Series Prediction  Variable Projection  
Constrained Variable Projection Optimization for Stationary RBF-AR Models Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022,Volume: 52,Issue: 3,Page: 1882-1890
Authors:  Chen, Jia;  Gan, Min;  Chen, Guang Yong;  Chen, C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/03/28
Constrained Evolutionary Algorithm (Cea)  Prediction  Radial Basis Function Network-based Autoregressive (Rbf-ar) Model  Stationarity  Variable Projection  
An aRBF surrogate-assisted neighborhood field optimizer for expensive problems Journal article
Swarm and Evolutionary Computation, 2022,Volume: 68
Authors:  Yu, Mingyuan;  Liang, Jing;  Zhao, Kai;  Wu, Zhou
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/03/04
Expensive Optimization Problem  Model Management  Neighborhood Field Optimization  Radial Basis Function  Surrogate Modeling  Surrogate-assisted Evolutionary Algorithm  
SPRBF-ABLS: a novel attention-based broad learning systems with sparse polynomial-based radial basis function neural networks Journal article
Journal of Intelligent Manufacturing, 2022
Authors:  Wang, Jing;  Lyu, Shubin;  Chen, C. L.Philip;  Zhao, Huimin;  Lin, Zhengchun;  Quan, Pingsheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Attention Mechanism  Broad Learning System  Polynomial-based Rbf Neural Network  Sparse Autoencoder  
An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Iterative Algorithms  Jacobian Matrices  Matrix Decomposition  Numerical Models  Optimization  Parameter Estimation  Projection Algorithms  Radial Basis Function Network-based State-dependent Autoregressive (Rbf-ar) Model  Separable Nonlinear Least-squares (Snlls) Problem  Signal Processing  Variable projection.\enlargethispage-12pt  
Neural-Learning-Based Force Sensorless Admittance Control for Robots with Input Deadzone Journal article
IEEE Transactions on Industrial Electronics, 2021,Volume: 68,Issue: 6,Page: 5184-5196
Authors:  Peng, Guangzhu;  Chen, C. L.Philip;  He, Wei;  Yang, Chenguang
Favorite |  | TC[WOS]:15 TC[Scopus]:11 | Submit date:2021/12/08
Adaptive Control  Admittance Control  Broad Learning  Force/torque Observer  Neural Networks (Nns)  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 2,Page: 534-547
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Insights into Algorithms for Separable Nonlinear Least Squares Problems Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1207-1218
Authors:  Chen, Guang Yong;  Gan, Min;  Wang, Shuqiang;  Chen, C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2022/05/13
bundle adjustment  image restoration  parameter estimation  RBF-AR model  separable nonlinear least-squares problem  Variable projection  
A novel expectation–maximization-based separable algorithm for parameter identification of RBF-AR model Journal article
Nonlinear Dynamics, 2021
Authors:  Chen, Guang Yong;  Chen, Long;  Cheng, Chen;  Zhang, Xian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Expectation–maximization (EM) algorithm  Parameter estimation  Radial basis function network-based state-dependent autoregressive (RBF-AR) model  Separable nonlinear least squares problem (SNLLS)  Variable projection (VP) algorithm  
Command-Filtered Robust Adaptive NN Control With the Prescribed Performance for the 3-D Trajectory Tracking of Underactuated AUVs Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Li, Jian;  Du, Jialu;  Chen, C. L.P.
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2022/05/13
Additional term  Artificial neural networks  Backstepping  Damping  Mathematical model  prescribed performance function  robust adaptive control  single unknown parameter  Trajectory  Trajectory tracking  underactuated autonomous underwater vehicles.  Vehicle dynamics