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Geotechnical reliability analysistheories, methods and algorithms /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Geotechnical reliability analysisby Jie Zhang ... [et al.].
Reminder of title:	theories, methods and algorithms /
other author:	Zhang, Jie.
Published:	Singapore :Springer Nature Singapore :2023.
Description:	xvi, 310 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Geotechnical engineering.
Online resource:	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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245 0 0 $a Geotechnical reliability analysis $h [electronic resource] : $b theories, methods and algorithms / $c by Jie Zhang ... [et al.].
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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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