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Geotechnical reliability analysistheories, methods and algorithms /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Geotechnical reliability analysisby Jie Zhang ... [et al.].
其他題名:	theories, methods and algorithms /
其他作者:	Zhang, Jie.
出版者:	Singapore :Springer Nature Singapore :2023.
面頁冊數:	xvi, 310 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Geotechnical engineering.
電子資源:	https://doi.org/10.1007/978-981-19-6254-7
ISBN:	9789811962547$q(electronic bk.)

Geotechnical reliability analysistheories, methods and algorithms /
Geotechnical reliability analysistheories, methods and algorithms /[electronic resource] :by Jie Zhang ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xvi, 310 p. :ill., digital ;24 cm.

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.

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.

ISBN: 9789811962547$q(electronic bk.)

Standard No.: 10.1007/978-981-19-6254-7doiSubjects--Topical Terms:

678999
Geotechnical engineering.

LC Class. No.: TA705

Dewey Class. No.: 624.151

Geotechnical reliability analysistheories, methods and algorithms /
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505 0 $a 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.
520 $a 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.
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