Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks

S. Chen; Y. Wu; B.L. Luk

doi:10.1109/72.788663

Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks

IEEE Transactions on Neural Networks ◽

10.1109/72.788663 ◽

1999 ◽

Vol 10 (5) ◽

pp. 1239-1243 ◽

Cited By ~ 168

Author(s):

S. Chen ◽

Y. Wu ◽

B.L. Luk

Keyword(s):

Genetic Algorithm ◽

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Algorithm Optimization ◽

Genetic Algorithm Optimization ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Least Squares Learning

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Orthogonal least-squares learning algorithm with local adaptation process for the radial basis function networks

IEEE Signal Processing Letters ◽

10.1109/97.511811 ◽

1996 ◽

Vol 3 (8) ◽

pp. 253-255 ◽

Cited By ~ 10

Author(s):

Eng-Siong Chng ◽

H.H. Yang ◽

S. Bos

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Local Adaptation ◽

Basis Function ◽

Learning Algorithm ◽

Radial Basis Function Networks ◽

Adaptation Process ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Least Squares Learning

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Orthogonal least squares learning algorithm for radial basis function networks

IEEE Transactions on Neural Networks ◽

10.1109/72.80341 ◽

1991 ◽

Vol 2 (2) ◽

pp. 302-309 ◽

Cited By ~ 2393

Author(s):

S. Chen ◽

C.F.N. Cowan ◽

P.M. Grant

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Learning Algorithm ◽

Radial Basis Function Networks ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Least Squares Learning

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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 ◽

Cited By ~ 22

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 ◽

Complex Valued

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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 ◽

Cited By ~ 88

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 ◽

Radial Basis

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Non-destructive testing of layered structures using generalised radial basis function networks trained by the orthogonal least squares learning algorithm

COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering ◽

10.1108/03321649810203314 ◽

1998 ◽

Vol 17 (3) ◽

pp. 382-388

Author(s):

I.T. Rekanos ◽

T.V. Yioultsis ◽

T.D. Tsiboukis

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Learning Algorithm ◽

Radial Basis Function Networks ◽

Non Destructive Testing ◽

Destructive Testing ◽

Orthogonal Least Squares ◽

Non Destructive ◽

Least Squares Learning

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Fully complex-valued radial basis function networks for orthogonal least squares regression

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4633759 ◽

2008 ◽

Cited By ~ 3

Author(s):

S. Chen ◽

X. Hong ◽

C.J. Harris

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Least Squares Regression ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Complex Valued

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Adaptive orthogonal least squares learning algorithm for the radial basis function network

Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop ◽

10.1109/nnsp.1996.548330 ◽

2002 ◽

Cited By ~ 2

Author(s):

Eng-Siong Chang ◽

H. Yang ◽

S. Bos

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Learning Algorithm ◽

Radial Basis Function Network ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Function Network ◽

Least Squares Learning

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Regularized orthogonal least squares algorithm for constructing radial basis function networks

International Journal of Control ◽

10.1080/00207179608921659 ◽

1996 ◽

Vol 64 (5) ◽

pp. 829-837 ◽

Cited By ~ 157

Author(s):

S. CHEN ◽

E. S. CHNG ◽

K. ALKADHIMI

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Least Squares Algorithm

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Orthogonal least-squares algorithm for training multioutput radial basis function networks

IEE Proceedings F Radar and Signal Processing ◽

10.1049/ip-f-2.1992.0054 ◽

1992 ◽

Vol 139 (6) ◽

pp. 378 ◽

Cited By ~ 44

Author(s):

S. Chen ◽

P.M. Grant ◽

C.F.N. Cowan

Keyword(s):

Radial Basis Function ◽

Least Squares ◽

Basis Function ◽

Radial Basis Function Networks ◽

Orthogonal Least Squares ◽

Radial Basis ◽

Least Squares Algorithm

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Multi-objective structure selection for radial basis function networks based on genetic algorithm

The 2003 Congress on Evolutionary Computation, 2003. CEC '03. ◽

10.1109/cec.2003.1299790 ◽

2004 ◽

Cited By ~ 6

Author(s):

T. Hatanaka ◽

N. Kondo ◽

K. Uosaki

Keyword(s):

Genetic Algorithm ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Networks ◽

Multi Objective ◽

Structure Selection ◽

Radial Basis ◽

Selection For

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