A surrogate method for density-based global sensitivity analysis
نویسندگان
چکیده
منابع مشابه
A surrogate method for density-based global sensitivity analysis
This paper describes an accurate and computationally efficient surrogate method, known as the polynomial dimensional decomposition (PDD) method, for estimating a general class of density-based fsensitivity indices. Unlike the variance-based Sobol index, the f-sensitivity index is applicable to random input following dependent as well as independent probability distributions. The proposed method...
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ژورنال
عنوان ژورنال: Reliability Engineering & System Safety
سال: 2016
ISSN: 0951-8320
DOI: 10.1016/j.ress.2016.07.002