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MARS Applications in Geotechnical Engineering Systems

MARS Applications in Geotechnical Engineering Systems

von Wengang Zhang
Hardcover - 9789811374210
106,99 €
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Beschreibung

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. 

Multi-Dimension with Big Data

Details

Verlag Springer Singapore
Ersterscheinung 14. Mai 2019
Maße 23.5 cm x 15.5 cm
Gewicht 565 Gramm
Format Hardcover
ISBN-13 9789811374210
Seiten 240

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