Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm

• Main Authors: Rufaizal Che Mamat, Azuin Ramli, Muhamad Razuhanafi Mat Yazid, Anuar Kasa, Siti Fatin Mohd Razali, Bastam, Mukhlis Nahriri
• Format: Article
• Language: English
• Published: Penerbit Universiti Kebangsaan Malaysia 2022
• Online Access: http://journalarticle.ukm.my/18746/1/16.pdf; http://journalarticle.ukm.my/18746/; https://www.ukm.my/jkukm/volume-3401-2022/
• Institution: Universiti Kebangsaan Malaysia

The prediction of slope stability was performed using artificial neural networks (ANNs) in this work. The factor of safety determined by numerical analysis was used to develop ANN’s data sets. The inputs to the network are slope height, applied surcharge and slope angle. Correlation coefficients bet...