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Practice of Optimisation Theory in Geotechnical Engineering

  • Zhen-Yu Yin
  • Yin-Fu Jin

Table of contents

  1. Front Matter
    Pages i-xxxvii
  2. Zhen-Yu Yin, Yin-Fu Jin
    Pages 9-35
  3. Zhen-Yu Yin, Yin-Fu Jin
    Pages 37-46
  4. Zhen-Yu Yin, Yin-Fu Jin
    Pages 47-70
  5. Zhen-Yu Yin, Yin-Fu Jin
    Pages 71-99
  6. Zhen-Yu Yin, Yin-Fu Jin
    Pages 101-122
  7. Zhen-Yu Yin, Yin-Fu Jin
    Pages 123-145
  8. Zhen-Yu Yin, Yin-Fu Jin
    Pages 147-198
  9. Zhen-Yu Yin, Yin-Fu Jin
    Pages 243-292
  10. Back Matter
    Pages 293-356

About this book

Introduction

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.

Keywords

Geotechnical Engineering Constitutive Soil Model Numerical Simulation in Geotechnical Engineering Geotechnical Optimization Algorithms Geotechnical Laboratory Test Geomechanics and Engineering Material Parameter in Geotechnical Engineering Structural Optimization in Geotechnical Engineering Material Parameter Identification

Authors and affiliations

  • Zhen-Yu Yin
    • 1
  • Yin-Fu Jin
    • 2
  1. 1.Department of Civil and Environmental EngineeringHong Kong Polytechnic UniversityHong KongChina
  2. 2.Department of Civil and Environmental EngineeringHong Kong Polytechnic UniversityHong KongChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-3408-5
  • Copyright Information Springer Nature Singapore Pte Ltd. and Tongji University Press 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-13-3407-8
  • Online ISBN 978-981-13-3408-5
  • Buy this book on publisher's site
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