Application of Artificial Neural Network in Slope Stability Analysis
Vol 4, Issue 1, 2021
VIEWS - 631 (Abstract) 504 (PDF)
Abstract
This paper mainly expounds the natural factors that affect the slope stability and the application principle of artificial neural network in the slope stability analysis. The advantages and disadvantages of general neural network and BP network are analyzed, and the corresponding countermeasures are put forward.
Keywords
Full Text:
PDFReferences
1. Wang RB, Xu HY, Li B, Feng Y. Research on method of determining hidden layer nodes in BP neural network. Computer Technology and Development 2018; 28(4): 31-35. doi: 10.3969/j.issn.1673-629X.2018.04.007.
2. Wen J, Liao JZ. Summary of analysis methods for rock slope stability (in Chinese). West-China Exploration Engineering 2012; 24(6): 153-155. doi: 10.3969/j.issn.1004-5716.2012.06.053.
3. Mao J, Zhao HD, Yao JJ. Application and prospect of artificial neural network. Electronic Design Engineering 2011; 19(24): 62-65.
4. Li HL, Chai QY. Development and prospect of artificial neural network and neural network control(NNC). Journal of Xingtai Polytechnic College 2009; 26(5): 44-46. doi: 10.3969/j.issn.1008-6129.2009.05.012.
5. Yao JG. Limitations and countermeasures of artificial neural networks in rock and soil mechanics and engineering (in Chinese). Chinese Society for Rock Mechanics & Engineering. Proceedings of the 8th National Conference on Rock Mechanics and Engineering (in Chinese) 2004;385-388.
6. Zhang JP, Chen Q. Application of BP networks in the stability analysis of slopes. Journal of Southwest Jiaotong University 2001; 36(6): 648-650.
7. Yang XF, Chen TH. Advantages and disadvantages inherent to artificial neural networks (in Chinese). Computer Science 1994; 21(2): 23-26.
8. Feng CX, Zhou LW, Zeng SQ, Li WC. Analysis of slope rock mass stability (in Chinese). Engineering and Construction 2017; 31(2): 244-247. doi: 10.3969/j.issn.1673-5781.2017.02.032.
DOI: https://doi.org/10.24294/csma.v2i1.1173
Refbacks
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
This site is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.