Abstract
Geotechnical engineers use various Artificial Intelligence (AI) techniques for solving different problems. This paper will survey the application of different AI techniques {Artificial Neural Network (ANN), Support Vector Machine (SVM), Least Square Support Vector Machine (LSSVM), Genetic Programing (GP), Relevance Vector Machine (RVM), Multivariate Adaptive Regression Spline (MARS), Extreme Learning Machine (ELM), Adaptive Neuro Fuzzy Inference System (ANFIS), Minimax Probability Machine Regression (MPMR), Gaussian Process Regression (GPR), Adaptive Neuro Fuzzy Inference System (ANFIS)} in different fields of geotechnical engineering such as shallow foundation, site characterization, liquefaction, slope stability, reliability, etc. The advantages of different AI techniques will be described.
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