A new method for evaluating Borgonovo moment-independent importance measure with its application in an aircraft structure

Volume: 132, Pages: 163 - 175
Published: Dec 1, 2014
Abstract
null null The moment-independent importance measure proposed by Borgonovo, which is defined as the average shift between the unconditional and conditional probability density functions (PDFs) of model output, is widely used to evaluate the influence of input uncertainty on the entire output distribution. And how to exactly and efficiently estimate the PDFs remains a crucial and challenging problem. In this paper, a novel PDF estimation based...
Paper Details
Title
A new method for evaluating Borgonovo moment-independent importance measure with its application in an aircraft structure
Published Date
Dec 1, 2014
Volume
132
Pages
163 - 175
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