The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes

In this paper, a neuro particle-based optimization of the artificial neural network (ANN) is investigated for slope stability calculation. The results are also compared to another artificial intelligence technique of a conventional ANN and adaptive neuro-fuzzy inference system (ANFIS) training solut...

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Bibliographic Details
Main Authors: Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan, Abolfazl Jaafari
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
machine learning
particle swarm optimization
hybrid techniques
slope failure
Online Access:https://www.mdpi.com/2220-9964/8/9/391

Internet

https://www.mdpi.com/2220-9964/8/9/391

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