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Finally, the methods have a theoretical foundation that automatically supports rigorous computing of uncertainties, i.e., confidence bands on the model parameters, and prediction bands on the expected health outcomes.
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This kind of approaches is applied for constructing an accurate computing procedure of uncertainty measurement of mechanical and metallurgical parameters.
(2) Compute measures of uncertainty for both maps with Monte Carlo Simulation (MCS).
Monte Carlo method is employed to compute the propagation of uncertainties through the stochastic model.
We also compute a measure of uncertainty of the SRI value for each dyad (see Additional file 7: Supplementary Text).
The defuzzified values of reliability indices for different level of uncertainties with their crisp values have been computed and tabulated.
Soft computing, exploiting the tolerance of uncertainty and vagueness in cognitive reasoning has been offering easy to handle, robust, and low-priced solutions to several non-linear industrial applications.
This approach is derived from a classical metaheuristic engineering approach of the study of uncertainties propagation through a numerical model of the system, to compute the engineering tolerances.
This method uses a combined approach based on Monte Carlo simulation and Markov Chain (MCMC) as a computing procedure of different uncertainties of mechanical and metallurgical parameters such as stress, and elongation.
Finally, the probability of membership of a survey location to its assigned endemicity class (see next section) was computed as a measure of uncertainty.
Error estimates were computed using standard propagation of uncertainty equations described elsewhere 61) to ensure that the most conservative (largest) error estimates were calculated.
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