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An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
Chen, Guang Yong, Gan, Min, Zhu, Hong Tao, Chen, Long, Chen, C. L.P.. An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(11), 7259-7267.
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:8.6/8.7 | 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  
A novel expectation–maximization-based separable algorithm for parameter identification of RBF-AR model Journal article
Chen, Guang Yong, Chen, Long, Cheng, Chen, Zhang, Xian. A novel expectation–maximization-based separable algorithm for parameter identification of RBF-AR model[J]. Nonlinear Dynamics, 2021, 104(4), 4023-4034.
Authors:  Chen, Guang Yong;  Chen, Long;  Cheng, Chen;  Zhang, Xian
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:5.2/4.8 | 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  
A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems Journal article
Chen G.-Y., Gan M., Chen C.L.P., Li H.-X.. A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems[J]. IEEE Transactions on Automatic Control, 2019, 64(2), 526-537.
Authors:  Chen G.-Y.;  Gan M.;  Chen C.L.P.;  Li H.-X.
Favorite | TC[WOS]:162 TC[Scopus]:171  IF:6.2/6.6 | Submit date：2019/02/11
Data Fitting  Regularization  Separable Nonlinear Least Squares (Snlls)  Variable Projection (Vp)  Weighted Generalized Cross Validation (Wgcv)