基于偏最小二乘回归的径向基函数网络的学习算法及其应用

A new training method of radial basis function network based on partial least square regression and its application

:通过对径向基函数 (RBF)网络训练过程的分析 ,结合偏最小二乘回归 ,提出了一种新的网络训练方法 .实例研究表明 。

The partial least square regression was introduced to train the radial basis function(RBF) network. Theoretical analysis and case study show this method is effective to improve the performance of RBF network.