Nonhomogeneous software error detection rate model : data analyses and applications
Shigeru Yamada, Hiroyuki Narihisa, Hiroshi Ohtera (1986)
RAIRO - Operations Research - Recherche Opérationnelle
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Shigeru Yamada, Hiroyuki Narihisa, Hiroshi Ohtera (1986)
RAIRO - Operations Research - Recherche Opérationnelle
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RAIRO - Operations Research - Recherche Opérationnelle
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Global sensitivity analysis of a numerical code, more specifically estimation of Sobol indices associated with input variables, generally requires a large number of model runs. When those demand too much computation time, it is necessary to use a reduced model (metamodel) to perform sensitivity analysis, whose outputs are numerically close to the ones of the original model, while being much faster to run. In this case, estimated indices are subject to two kinds of errors: sampling error,...
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RAIRO - Operations Research - Recherche Opérationnelle
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RAIRO - Operations Research - Recherche Opérationnelle
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Inverse problem is a current practice in engineering where the goal is to identify parameters from observed data through numerical models. These numerical models, also called