The Study of Prediction Model Based on Morlet Wavelet Neural Network

Abstract:

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Wavelet Neural Network (WNN) is a new form of neural network combined with the wavelet theory and artificial neural network. The wavelet neural network model based on Morlet wavelet and the corresponding learning algorithm were studied in this paper. And through learning the wavelet neural network model is applied to all kinds of engineering examples, it proved that the wavelet neural network prediction model which has a more flexible and efficient function approximation ability and strong fault tolerance, and with high predicting precision.

Info:

Periodical:

Edited by:

Dongye Sun, Wen-Pei Sung and Ran Chen

Pages:

4847-4851

DOI:

10.4028/www.scientific.net/AMM.121-126.4847

Citation:

H. Z. Yang et al., "The Study of Prediction Model Based on Morlet Wavelet Neural Network", Applied Mechanics and Materials, Vols. 121-126, pp. 4847-4851, 2012

Online since:

October 2011

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Price:

$35.00

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