INTELLIGENT MODELS in geotechnical engineering
INTELLIGENT MODELS in geotechnical engineering
The objective of this book is to develop intelligent models [geostatistic, artificial neural network (ANN) and support vector machine(SVM)] to estimate corrected standard penetration test (SPT) value, Nc, in the three dimensional (3D) subsurface of Bangalore. The present book also highlights the capability of SVM over the developed geostatistic models (simple kriging, ordinary kriging and disjunctive kriging) and ANN models. Further in this book, liquefaction susceptibility is evaluated from Standard Penetration Test (SPT), Cone Penetration Test (CPT) and Shear Wave (Vs) data using ANN and SVM. In this book, an attempt has also…
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Produktdetails
Weitere Autoren: Sitharam, T. G.
- ISBN: 978-3-8383-4876-6
- EAN: 9783838348766
- Produktnummer: 37833129
- Verlag: LAP Lambert Academic Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2010
- Seitenangabe: 348 S.
- Masse: H22.0 cm x B15.0 cm x D2.1 cm 536 g
- Abbildungen: Paperback
- Gewicht: 536
Über den Autor
Dr. Pijush Samui is an associate professor at Center for Disaster Mitigation and Management in Vellore Institute of Technology, Vellore, India. He has published 53 technical papers in journals and conferences. He is elected fellow member in International Congress for Disaster Mitigation and Management and Earth Science India.
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