Optimizing radial basis probabilistic neural networks using Recursive Orthogonal Least Squares Algorithms combined with Micro-Genetic Algorithms

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1223766 ◽

2004 ◽

Author(s):

Wenbo Zhao ◽

De-Shuang Huang ◽

Lin Guo

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Least Squares ◽

Probabilistic Neural Networks ◽

Orthogonal Least Squares ◽

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Application of recursive orthogonal least squares algorithms to training and the structure optimization of radial basis probabilistic neural networks

6th International Conference on Signal Processing, 2002. ◽

10.1109/icosp.2002.1180008 ◽

2003 ◽

Author(s):

Wenbo Zhao ◽

De-Shuang Huang

Keyword(s):

Neural Networks ◽

Least Squares ◽

Structure Optimization ◽

Probabilistic Neural Networks ◽

Orthogonal Least Squares ◽

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The optimization of radial basis probabilistic neural networks based on genetic algorithms

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1224087 ◽

2004 ◽

Author(s):

Lin Guo ◽

Do-Shuang Huang ◽

Wenbo Zhao

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Probabilistic Neural Networks ◽

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Application of genetic algorithms to the structure optimization of radial basis probabilistic neural networks

6th International Conference on Signal Processing, 2002. ◽

10.1109/icosp.2002.1180016 ◽

2003 ◽

Author(s):

Wenbo Zhao ◽

De-Shuang Huang ◽

Ge Yunjian

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Structure Optimization ◽

Probabilistic Neural Networks ◽

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The structure optimization of radial basis probabilistic neural networks based on genetic algorithms

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) ◽

10.1109/ijcnn.2002.1007645 ◽

2003 ◽

Author(s):

Wenbo Zhao ◽

De-Shuang Huang ◽

Ge Yunjian

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Structure Optimization ◽

Probabilistic Neural Networks ◽

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Hidden-Layer Size Reducing for Multilayer Neural Networks Using the Orthogonal Least-Squares Method

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr1965.33.216 ◽

1997 ◽

Vol 33 (3) ◽

pp. 216-223 ◽

Author(s):

Zi-Jiang YANG

Keyword(s):

Neural Networks ◽

Least Squares ◽

Least Squares Method ◽

Orthogonal Least Squares ◽

Multilayer Neural Networks ◽

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Orthogonal least squares for radial basis function network in reproducing Kernel Hilbert space

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)31576-8 ◽

2004 ◽

Vol 37 (12) ◽

pp. 847-852

Author(s):

Chooleewan Dachapak ◽

Shunshoku Kanae ◽

Zi-Jiang Yang ◽

Kiyoshi Wada

Keyword(s):

Hilbert Space ◽

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Reproducing Kernel ◽

Reproducing Kernel Hilbert Space ◽

Radial Basis Function Network ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Function Network

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Determining the structures and parameters of radial basis function neural networks using improved genetic algorithms

Journal of Central South University of Technology ◽

10.1007/s11771-998-0057-0 ◽

1998 ◽

Vol 5 (2) ◽

pp. 141-146

Author(s):

Meiqin Liu ◽

Jida Chen

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Radial Basis Function ◽

Basis Function ◽

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Fully complex-valued radial basis function networks: Orthogonal least squares regression and classification

Neurocomputing ◽

10.1016/j.neucom.2007.12.003 ◽

2008 ◽

Vol 71 (16-18) ◽

pp. 3421-3433 ◽

Author(s):

S. Chen ◽

X. Hong ◽

C.J. Harris ◽

L. Hanzo

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Least Squares Regression ◽

Orthogonal Least Squares ◽

Radial Basis ◽

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Transient signal classifier using constrained total least squares extracted features, nearest-neighbor association, and probabilistic neural networks

10.1117/12.162038 ◽

1993 ◽

Author(s):

Theagenis J. Abatzoglou ◽

Hal B. Arnold ◽

Donald F. Specht

Keyword(s):

Neural Networks ◽

Least Squares ◽

Nearest Neighbor ◽

Total Least Squares ◽

Transient Signal ◽

Probabilistic Neural Networks

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On the efficiency of the orthogonal least squares training method for radial basis function networks

IEEE Transactions on Neural Networks ◽

10.1109/72.478404 ◽

1996 ◽

Vol 7 (1) ◽

pp. 195-200 ◽

Author(s):

A. Sherstinsky ◽

R.W. Picard

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Training Method ◽

Orthogonal Least Squares ◽

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