Jorge Eduardo Hurtado

(Author)

Structural Reliability: Statistical Learning Perspectives (2004)Hardcover - 2004, 13 May 2004

Structural Reliability: Statistical Learning Perspectives (2004)
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Part of Series
Lecture Notes in Applied and Computational Mechanics
Part of Series
Lecture Notes
Part of Series
Lecture Notes Series Lecture Notes
Print Length
257 pages
Language
English
Publisher
Springer
Date Published
13 May 2004
ISBN-10
3540219633
ISBN-13
9783540219637

Description

The last decades have witnessed the development of methods for solving struc- tural reliability problems, which emerged from the efforts of numerous re- searchers all over the world. For the specific and most common problem of determining the probability of failure of a structural system in which the limit state function g( x) = 0 is only implicitly known, the proposed methods can be grouped into two main categories: - Methods based on the Taylor expansion of the performance function g(x) about the most likely failure point (the design point), which is determined in the solution process. These methods are known as FORM and SORM (First- and Second Order Reliability Methods, respectively). - Monte Carlo methods, which require repeated calls of the numerical (nor- mally finite element) solver of the structural model using a random real- ization of the basic variable set x each time. In the first category of methods only SORM can be considered of a wide applicability. However, it requires the knowledge of the first and second deriva- tives of the performance function, whose calculation in several dimensions either implies a high computational effort when faced with finite difference techniques or special programs when using perturbation techniques, which nevertheless require the use of large matrices in their computations. In or- der to simplify this task, use has been proposed of techniques that can be regarded as variants of the Response Surface Method.

Product Details

Author:
Jorge Eduardo Hurtado
Book Edition:
2004
Book Format:
Hardcover
Country of Origin:
DE
Date Published:
13 May 2004
Dimensions:
23.39 x 15.6 x 1.75 cm
ISBN-10:
3540219633
ISBN-13:
9783540219637
Language:
English
Location:
Berlin, Heidelberg
Pages:
257
Publisher:
Weight:
562.45 gm

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