Application of BP Neural Network in the Reliability Prediction

Abstract:

Article Preview

Using neural network BP algorithm and the neural network toolbox of MATLAB, this paper presented a new reliability prediction model of the products. Its processes included that confirming training samples, putting up the network that was initialized, training the network and predicting reliability parameters of the products. At last reliability parameters of an example were predicted with the reliability prediction, the prediction effect was more perfect.

Info:

Periodical:

Edited by:

Dongye Sun, Wen-Pei Sung and Ran Chen

Pages:

3814-3818

DOI:

10.4028/www.scientific.net/AMM.121-126.3814

Citation:

W. Jiang et al., "Application of BP Neural Network in the Reliability Prediction", Applied Mechanics and Materials, Vols. 121-126, pp. 3814-3818, 2012

Online since:

October 2011

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Price:

$35.00

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