A reliable numerical model is crucial for the design and analysis of modern dynamic engineering systems such as automobiles, helicopters and aircrafts. Uncertainties should be taken into account for credible predictions of quantities of engineering interest of such systems (such as internal stresses, vibration levels). Uncertainties in complex systems include (a) parametric uncertainty (e.g.
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