MARS Applications in Geotechnical Engineering Systems:...

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MARS Applications in Geotechnical...

MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data

Name: MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data
ISBN: 9787030610461

Wengang Zhang

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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.

Rok:

2020

Wydanie:

1st ed.

Wydawnictwo:

Springer Singapore

Język:

english

ISBN 10:

7030610466

ISBN 13:

9787030610461