TIME-DEPENDENT SYSTEM RELIABILITY-ANALYSIS BY ADAPTIVE IMPORTANCE SAMPLING

Citation
Y. Mori et Br. Ellingwood, TIME-DEPENDENT SYSTEM RELIABILITY-ANALYSIS BY ADAPTIVE IMPORTANCE SAMPLING, Structural safety, 12(1), 1993, pp. 59-73
Citations number
26
Categorie Soggetti
Engineering, Civil
Journal title
ISSN journal
01674730
Volume
12
Issue
1
Year of publication
1993
Pages
59 - 73
Database
ISI
SICI code
0167-4730(1993)12:1<59:TSRBAI>2.0.ZU;2-T
Abstract
A method for evaluating time-dependent reliability of a structural sys tem subjected to stochastic loads is presented. Structural deteriorati on due to environmental stressors is also taken into account. An adapt ive Monte Carlo simulation procedure combined with conditional expecta tion is proposed. The optimum common ratio of the standard deviation o f an importance sampling variables to that of the corresponding origin al valuables is estimated iteratively as well as their mean values. Un like systems evaluated by simple Monte Carlo simulations, the accuracy of the failure probability evaluated by adaptive importance sampling is relatively insensitive to the magnitude of the probability.