Sensitivity analysis in Monte Carlo simulation for dependability analysis

摘要

In this paper we embrace the Monte Carlo simulation method for dependability analysis and illustrate a perturbation method, properly adapted from the particle transport field, which allows computing first-order differential sensitivity indexes with little additional computational effort. The development of the method is discussed in details and its validation is provided with reference to a simple case study.