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MARS Applications in Geotechnical Engineering Systems

MARS Applications in Geotechnical Engineering Systems PDF Author: Wengang Zhang
Publisher: Springer
ISBN: 9811374228
Category : Science
Languages : en
Pages : 240

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Book Description
This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical applications with multivariate big data sets to explore the approach’s generalization capabilities and accuracy. As such, it offers a valuable resource for all geotechnical researchers, engineers, and general readers interested in big data analysis.