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JournalISSN: 0951-8320

Reliability Engineering & System Safety 

Elsevier BV
About: Reliability Engineering & System Safety is an academic journal published by Elsevier BV. The journal publishes majorly in the area(s): Computer science & Reliability (statistics). It has an ISSN identifier of 0951-8320. Over the lifetime, 7223 publications have been published receiving 276771 citations. The journal is also known as: Reliability engineering and systems safety.

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Journal ArticleDOI
TL;DR: An overview and tutorial is presented describing genetic algorithms (GA) developed specifically for problems with multiple objectives that differ primarily from traditional GA by using specialized fitness functions and introducing methods to promote solution diversity.

2,943 citations

Journal ArticleDOI
TL;DR: In this article, generalized polynomial chaos expansions (PCE) are used to build surrogate models that allow one to compute the Sobol' indices analytically as a post-processing of the PCE coefficients.

1,934 citations

Journal ArticleDOI
TL;DR: The following techniques for uncertainty and sensitivity analysis are briefly summarized: Monte Carlo analysis, differential analysis, response surface methodology, Fourier amplitude sensitivity test, Sobol' variance decomposition, and fast probability integration.

1,780 citations

Journal ArticleDOI
TL;DR: In this paper, a new method of global sensitivity analysis of nonlinear models is proposed based on a measure of importance to calculate the fractional contribution of the input parameters to the variance of the model prediction.

1,662 citations

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TL;DR: Sampling-based methods for uncertainty and sensitivity analysis are reviewed and special attention is given to the determination of sensitivity analysis results.

1,179 citations

No. of papers from the Journal in previous years