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Geotechnical Reliability Analysis : Theories, Methods and Algorithms / by Jie Zhang, Te Xiao, Jian Ji, Peng Zeng, Zijun Cao.
Springer Nature - Springer Mathematics and Statistics eBooks 2023 English International Available online
View online- Format:
- Book
- Author/Creator:
- Zhang, Jie.
- Language:
- English
- Subjects (All):
- Engineering geology.
- Computer simulation.
- Geoengineering.
- Computer Modelling.
- Local Subjects:
- Geoengineering.
- Computer Modelling.
- Physical Description:
- 1 online resource (323 pages)
- Edition:
- 1st ed. 2023.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
- Summary:
- This textbook systematically introduces the theories, methods, and algorithms for geotechnical reliability analysis. There are a lot of illustrative examples in the textbook such that readers can easily grasp the concepts and theories related to geotechnical reliability analysis. A unique feature of the textbook is that computer codes are also provided through carefully designed examples such that the methods and the algorithms described in the textbook can be easily understood. In addition, the computer codes are flexible and can be conveniently extended to analyze different types of realistic problems with little additional efforts.
- Contents:
- Chapter 1: Basics of probability theory
- Chapter 2: First order reliability methods
- Chapter 3: Simulation-based methods
- Chapter 4: Response surface methods
- Chapter 5: Modeling of spatial variability
- Chapter 6: Reliability-based design in geotechnical engineering
- Chapter 7: Bayesian methods.
- Other Format:
- Print version: Zhang, Jie Geotechnical Reliability Analysis
- ISBN:
- 981-19-6254-5
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