Research on a BP Neural Network Slope Safety Coefficient Prediction Model Based on Improved Sparrow Algorithm Optimization

Research on a BP Neural Network Slope Safety Coefficient Prediction Model Based on Improved Sparrow Algorithm Optimization

Through the stability evaluation of a slope, a landslide geological disaster can be identified, and the safety and risk control of a project can be ensured. This work proposes an improved sparrow search algorithm to optimize the slope safety factor prediction model (ISSA–BP) of a BP neural network,...

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Bibliographic Details
Main Authors: Yiwen Wang, Dongna Liu, Haiyu Dong, Junwei Lin, Qi Zhang, Xiaohui Zhang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
slope safety factor
sparrow search algorithm
BP neural network
neural network optimization
Online Access:https://www.mdpi.com/2076-3417/13/14/8446

Internet

https://www.mdpi.com/2076-3417/13/14/8446

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