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Kriging in Slope Reliability Analysis
Engelsk
Bogcover for Kriging in Slope Reliability Analysis af Lei-Lei Liu, Jing-Ze Li, Lei Huang, 9781032745275
Specifikationer
Sprog:
Engelsk
Sider:
326
ISBN-13:
9781032745275
Indbinding:
Hardback
ISBN-10:
1032745274
Kategori:
Udg. Dato:
25 nov 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
25 nov 2024
Forfatter(e):

Kriging in Slope Reliability Analysis

Engelsk
Hardback 2024
Format:

Bog beskrivelse

Kriging can be used to determine optimal unbiased predictions for regionalized variables and has been shown to be a powerful tool in slope reliability analysis for reliability-based design. This is the first book to systematically cover the basic theory and applications of the method in slope reliability assessment.

The book gives an extensive and detailed presentation of principles and applications, introducing geostatistics and the basic theory of Kriging before addressing the challenges in the application of Kriging in slope reliability analysis. The latest advancements in Kriging application methods are introduced, which enhance computational accuracy and reduce model errors. These include optimization algorithms for spatial parameters in Kriging, adaptive modeling of spatial correlation structures, efficient sampling methods based on Monte Carlo simulation, quantitative analysis of slope failure risks, and reliability analysis methods for unreinforced and reinforced slopes based on conditional random fields. Several case studies are presented to illustrate the practical application and implementation procedures, bridging theory, and practical engineering.

Kriging in Slope Reliability Analysis particularly suits consulting engineers, researchers, and postgraduate students.

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Specifikationer
Sprog:
Engelsk
Sider:
326
ISBN-13:
9781032745275
Indbinding:
Hardback
ISBN-10:
1032745274
Kategori:
Udg. Dato:
25 nov 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
25 nov 2024
Forfatter(e):
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