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A new reliability analysis method based on the conjugate gradient direction

journal contribution
posted on 2015-01-01, 00:00 authored by G Ezzati, Musa MammadovMusa Mammadov, S Kulkarni
Reliability-based design optimization (RBDO) is an important area in structural optimization. A principal step of the RBDO process is to solve a reliability analysis problem. This problem has been considered in inner loop of double-loop RBDO approaches. Although many algorithms have been developed for solving this problem, there are still some challenges. Existing algorithms do not have good convergence rates and often diverge. There is a need to develop more efficient and stable algorithms that can be used for evaluating all performance functions sufficiently. In this paper, a new method, called “Conjugate Gradient Analysis (CGA) Method”, is proposed to apply in the reliability analysis problems. This method is based on the conjugate gradient method. Some mathematical problems are provided in order to demonstrate the advantages of the proposed method compared with the existing methods.

History

Journal

Structural and multidisciplinary optimization

Volume

51

Pagination

89-98

Location

Berlin, Germany

ISSN

1615-147X

eISSN

1615-1488

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Copyright notice

2014, Springer-Verlag Berlin Heidelberg

Issue

1

Publisher

Springer

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