Kniha MARS Applications in Geotechnical Engineering Systems Wengang Zhang

MARS Applications in Geotechnical Engineering Systems

Autor: Wengang Zhang
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
2 286
This book presents the application of a comparatively simple nonparametric regression algorithm, kno...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2019
Stránek
240
EAN
9789811374210
ISBN
981137421X
Enbook ID
22025150
Hmotnost
565
Rozměry
155 x 235 x 20

Kompletní popis

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.

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