Optimized adaptive neuro-fuzzy inference system using metaheuristic algorithms: Application of shield tunnelling ground surface settlement prediction

• Main Authors: Liu, Xinni, Hussein, Sadaam Hadee, Kamarul Hawari, Ghazali, Tung, Tran Minh, Yaseen, Zaher Mundher
• Format: Article
• Language: English
• Published: Hindawi Limited 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/32485/1/Optimized%20adaptive%20neuro-fuzzy%20inference%20system%20using%20metaheuristic.pdf; http://umpir.ump.edu.my/id/eprint/32485/; https://doi.org/10.1155/2021/6666699; https://doi.org/10.1155/2021/6666699

Deformation of ground during tunnelling projects is one of the complex issues that is required to be monitored carefully to avoid the unexpected damages and human losses. Accurate prediction of ground settlement (GS) is a crucial concern for tunnelling problems, and the adequate predictive model can...