2024
DOI: 10.1088/1755-1315/1332/1/012031
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FAGSO-BP neural network model for settlement prediction of soft soil foundation

Binhui Ma,
Zijing Zhao,
Xu Deng
et al.

Abstract: To address the problem of difficulty in theoretical formulas and numerical analysis methods to consider the prediction of foundation settlement in the case of multiparameter coupling, the fireworks algorithm (FWA) with a gravity search operator (FAGSO) is introduced into the back propagation (BP) neural network model, and the weight and threshold processes in the neural network are improved by the FAGSO algorithm. A soft soil foundation settlement prediction model based on a FWA optimized BP neural network (FA… Show more

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