عنوان

Practice of optimization theory in geotechnical engineering /

(Number (ISBN

9789811334085

(Number (ISBN

9811334080

Erroneous ISBN

9789811334078

Erroneous ISBN

9811334072

Title Proper

Practice of optimization theory in geotechnical engineering /

General Material Designation

[Book]

First Statement of Responsibility

Zhen-Yu Yin, Yin-Fu Jin.

Place of Publication, Distribution, etc.

Singapore :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes bibliographical references.

Text of Note

Introduction -- Methodology of parameter identification -- Optimisation algorithms -- Laboratory tests for mechanical behaviours of soils -- Constitutive modeling of soils -- ErosOpt platform -- Appendix A: NMS -- Appendix B: NMGA -- Appendix C: NMDE.

0

Text of Note

This book presents the development of 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.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9789811334085

Title

Practice of optimization theory in geotechnical engineering.

International Standard Book Number

9789811334078

Geotechnical engineering.

Geotechnical engineering.

RBGK

RBP

RBP

SCI042000

Number

Edition

Class number

Book number

Yin, Zhen-Yu

Jin, Yin-Fu

Date of Transaction

20200823234424.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y