Authors: Pijush Samui Pradeep Kurup S Dhivya J Jagan
Publish Date: 2015/12/10
Volume: 34, Issue: 2, Pages: 579-584
Abstract
First order reliability method FORM is generally used for reliability analysis in geotechnical engineering This article adopts generalized regression neural network GRNN based FORM Gaussian process regression GPR based FORM and multivariate adaptive regression spline MARS based FORM for reliability analysis of quick sand condition GRNN is related to the radial basis function RBF network GPR is developed based on probabilistic framework MARS is a nonparametric regression technique A comparative study has been carried out between the developed models The performance of GPR based FORM and MARS based FORM match well with the FORM This article gives the alternative methods for reliability analysis of quick sand condition
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