Practice of Optimisation Theory in Geotechnical Engineering (Hardcover, 1st ed. 2019)

This book presents the development of an optimization platform for geotechnical engineering, which is one of the key components in smart geotechnics. The book discusses the fundamentals of the optimization algorithm with constitutive models of soils. Helping readers easily understand the optimization algorithm applied in geotechnical engineering, this book first introduces the methodology of the optimization-based parameter identification, and then elaborates the principle of three newly developed efficient optimization algorithms, followed by the ideas of a variety of laboratory tests and formulations of constitutive models. Moving on to the application of optimization methods in geotechnical engineering, this book presents an optimization-based parameter identification platform with a practical and concise interface based on the above theories. The book is intended for undergraduate and graduate-level teaching in soil mechanics and geotechnical engineering and other related engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Release date:	May 2019
First published:	2019
Authors:	Zhenyu Yin • Yinfu Jin
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	356
Edition:	1st ed. 2019
ISBN-13:	978-981-13-3407-8
Languages:	English
Subtitles:	Chinese
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > Applications of computing > Computer modelling & simulation Books > Science & Mathematics > Mathematics > Optimization > General Books > Professional & Technical > Civil engineering, surveying & building > Structural engineering > General Books > Earth & environment > Earth sciences > Geology & the lithosphere > Economic geology > General Books > Professional & Technical > Mechanical engineering & materials > Materials science > Mechanics of solids > General
LSN:	981-13-3407-2
Barcode:	9789811334078

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