Perturbed-Law based sensitivity Indices for sensitivity analysis in structural reliability
Overview & Synopsis
In the field of sensitivity analysis of model outputs, the most popular methods are those based on the variance decomposition of the output, such as the Sobol’ indices, as they allow defining easy-to-interpret indices measuring the contribution of each input variable to the overall output dispersion. However, these indices are not adapted to the analysis of the impact of inputs on output quantities characterizing extreme events, such as a failure probability, a quantile or a failure domain.
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Document Information
| Document Title | Perturbed-Law based sensitivity Indices for sensitivity analysis in structural reliability |
|---|---|
| Author / Organization | Roman Sueur, Nicolas Bousquet, Bertrand Iooss, Julien Bect |
| Subject & Discipline | Multidisciplinary Academic Open Research |
| Categories | Science & Mathematics |
| Publication Year | 2016 |
| License / Rights | Open Access / Creative Commons |
| Resource Verification | Listed PDF (Verification Pending) |
| Original Host Website |
HAL Open Science
(hal.science)
|
| File Format | application/pdf (Portable Document Format) |
| Language | EN |
| Catalog ID | DOC-132230 |
| Original Source Link | Visit Source Page on hal.science » |