Application Research of Improved BP Algorithm

Abstract:

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Based on JS engine, this paper made a detailed analysis on the standard BP algorithm, BP algorithm with additional momentum item, BP algorithm of parameter to adjust and BP network based on LM algorithm .Finally, this paper gets the optimization algorithm and network by comparing in training step and diagnostic accuracy. In the end, the front panel of the diagnosis system is designed by MATLAB graphical user interface.

Info:

Periodical:

Edited by:

Hun Guo, Taiyong Wang, Zeyu Weng, Weidong Jin, Shaoze Yan, Xuda Qin, Guofeng Wang, Qingjian Liu and Zijing Wang

Pages:

88-91

DOI:

10.4028/www.scientific.net/AMM.141.88

Citation:

C. Yang and C. Shi, "Application Research of Improved BP Algorithm", Applied Mechanics and Materials, Vol. 141, pp. 88-91, 2012

Online since:

November 2011

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$35.00

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