Orthogonal Least Squares Algorithm for RBF Networks

版本 1.0.0.0 (1.4 KB) 作者: Anshuman Gupta

The code implements the OLS algorithm for func approx.

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更新时间 2009/3/26

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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

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Anshuman Gupta (2026). Orthogonal Least Squares Algorithm for RBF Networks (https://ww2.mathworks.cn/matlabcentral/fileexchange/23442-orthogonal-least-squares-algorithm-for-rbf-networks), MATLAB Central File Exchange. 检索时间: 2026/1/31.

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AI and Statistics > Deep Learning Toolbox > Train Deep Neural Networks > Function Approximation, Clustering, and Control > Function Approximation and Clustering > Define Shallow Neural Network Architectures >

在 Help Center 和 MATLAB Answers 中查找有关 Define Shallow Neural Network Architectures 的更多信息

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参考作品: Function Approximation Using Neural Network Without using Toolbox

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1.0.0.0	2009/3/26		下载

Orthogonal Least Squares Algorithm for RBF Networks

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