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Orthogonal Least Squares Algorithm for RBF Networks

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Orthogonal Least Squares Algorithm for RBF Networks

by Anshuman Gupta

 

26 Mar 2009

The code implements the OLS algorithm for func approx.

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The code implements the algorithm as given in Chen et. al 1991.It takes max tolerance from the user.It selects Ms significant regressors from the total M regressors.
Unfortunately, the error obtained after training the RBF network isn't as expected. Is there a mistake in my code???
Please feel free to modify this code and mail me your suggestions on anshuman0387[at]yahoo[dot]com.
 Any help in this regard would be greatly appreciated
MATLAB release MATLAB 5.3.1 (R11.1)
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Tag Applied By Date/Time
neural network Anshuman Gupta 27 Mar 2009 16:29:32
rbf Anshuman Gupta 27 Mar 2009 16:29:32
function approximation Anshuman Gupta 27 Mar 2009 16:29:32
ols algorithm Anshuman Gupta 27 Mar 2009 16:29:32
orthogonal basis function Anshuman Gupta 27 Mar 2009 16:29:32
radial basis function Anshuman Gupta 27 Mar 2009 16:29:32

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