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However, existing limitations including model uncertainty, computation time, difficulty of use and steep learning curve.
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The sensitivity and uncertainty computations were performed by means of the SUSD3D code based on forward and adjoint-flux first-order perturbation theory.
The way of management can also meet the uncertainty of computation.
The proposed methodology is helpful in restricting the increase of uncertainty in computation the values of Z-valued functions.
We argue that due to initial uncertainty of computation and communication costs and their dynamic nature, an optimum partition is not possible a priori.
This uncertainty interval computation method is used in combination with our general noise SVRs to provide a framework which can give predictions adapted to any noise distribution assumption and, at the same time, supply uncertainty estimates for these forecasts that also depend on the distribution assumed to be present in the noise.
However, as suggested by the results in Table 1, a major problem in pan-genome size estimation is the fact that the data themselves are estimates, and thus the uncertainty in the computation of gene families will influence the results, sometimes severely.
Associated numerical methods for the processing of uncertainty through structural computations are elucidated and considered from a numerical efficiency perspective.
Most of the methods which are used for the analysis and design of systems with parametric uncertainty require extensive computations.
For dealing with uncertainties, stochastic variables computation module is designed which generates several scenarios by Monte Carlo simulation at each hour.
Its main feature is that it automatically cancels the linear dependencies of the included uncertainties along the computation path, thus, avoiding the oversizing produced by IA approaches [36].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com