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This difficulty is further heightened with the introduction of uncertainty analysis, which transforms the problem from a purely deterministic one into a probabilistic one.
The introduction of uncertainty into the problem poses severe computational challenges addressed by the design of a branch-and-cut algorithm, for the exact solution of limited size instances, and of a heuristic solution approach exploring promising parts of the search space.
The introduction of uncertainty in CIT is the key to deal with the discontinuity caused by shock in the degradation path.
The team's experiments, which ran on a mix of NVIDIA GTX 1080, Titan X and V100 GPUs, demonstrated that with the introduction of uncertainty, model-based algorithms can be just as effective in the long-term as their model-free counterparts, for tasks without visual inputs.
This has been observed previously 38, which makes us conclude that citrate should be avoided if possible due to the introduction of uncertainty in the sample volume determination.
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The main limitation inherent to both approaches consists in the introduction of uncertainties due to the lack of information concerning the wind load distribution.
It is shown that the introduction of "irreducible" uncertainty does not always increase the uncertainty of k1.
However, a general introduction of model uncertainty may be less relevant, as uncertainty may depend heavily on the assumptions, parameterization, and complexity.
Another limitation that concerns both bias adjustment and extrapolation from animal to human is the potential for the introduction of extra uncertainty through the (usually arbitrary) assumptions made for each scenario under consideration.
Their frequent use motivates the elaboration of virtual prototyping tools that can be applied in design optimization with the introduction of technological uncertainties and reliability.
The basis for this assertion is predicated on the fact that our limb manipulation – and introduction of premovement motor uncertainty - prevented participants from pre-computing the kinematic parameters of their reach trajectories in advance of response cuing.
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