Application of Genetic BP Algorithm in Low Strain Test of Pile Integrity
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.
Di Zheng, Yiqiang Wang, Yi-Min Deng, Aibing Yu and Weihua Li
J. Xiao et al., "Application of Genetic BP Algorithm in Low Strain Test of Pile Integrity", Applied Mechanics and Materials, Vols. 101-102, pp. 732-736, 2012