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Application of Genetic BP Algorithm in Low Strain Test of Pile Integrity

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Abstract:

This paper puts forward a neural network algorithm in pile integrity test on the basis of field data and the strengths of genetic algorithm and neural network algorithm. The result proves that it has faster convergence speed than simple BP algorithm, which can avert the artificial intervention during the data handling procedure and improve the reliability of the test result.

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Periodical:

Applied Mechanics and Materials (Volumes 101-102)

Pages:

732-736

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.101-102.732

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Online since:

September 2011

Authors:

Jing Xiao, Ying Yu, Li Yong Hu, Shu Bo Liu, Meng Hua Xu

Keywords:

Genetic BP Algorithm, Low Strain Dynamic Test, Pile Integrity

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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References

[1] Lee I M, Lee J H: Computers and Geotechnics, Vol. 18. (1996)No . 3, pp.189-199.

Google Scholar

[2] X.P. Wang, L.M. Cao. Genetic Algorithm -- Theory, Application and Software Implementation . (Xi'an Jiaotong University Press, China, 2002).

Google Scholar

[3] B.P. Zou , Z.X. Mao, Hunan Communication Science and Technology, Vol. 32(2006)No. 3, pp.134-137(In Chinese).

Google Scholar

[4] Q.Y. Cai, J.H. Lin: Journal of Vibration and Shock, Vol. 21 (2002)No. 3, pp.11-14. (In Chinese).

Google Scholar

[5] S.Y. Hu: Journal of Shijiazhuang Railway Institute, Vol. 15 (2002)No. 3, pp.5-8. (In Chinese).

Google Scholar

[6] J.C. Fan, C.L. Mei. Data Analysis(Science Press, China, 2002).

Google Scholar

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