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To keep computations tractable, the Gaussian component pruning is applied in this numerical example with a pruning threshold τ = 10− 5, a merging threshold U = 20, and a maximum number of Gaussian components J max = 100.
To keep computations feasible, only integer EDSS values were used and fractional values rounded down (ie, EDSS 1.5 was scored as 1, 2.5 was scored as 2 etc).
Importantly, increasing α also increases the runtime of the algorithm significantly, such that one often needs to compromise on the sparsity of the network to keep computations feasible.
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At the heart of GPU computing is the ability to keep computation on multiple threads running in parallel.
A strong desire exists to keep computation cost and energy consumption to a minimum when executing tasks like object recognition with a mobile robot.
Emphasis is on capturing essential effects resulting from three-dimensional features (e.g. power distribution with block-type fuel elements) rather than on a high level of detail, in order to keep computation times reasonably low.
Since sufficient resolution for large datasets requires millions of permutations, we use multi-threading to keep computation times reasonable.
As the results did not show a significant (positive) effect on solution quality, we decided to use a reduced VNS (without local search) to keep computation time short.
In order to keep computation times short, we employ the original no-max-margin constraint-generation approach used by Andronescu et al. (2007).
Even though pooling of populations violates certain assumptions of Migrate, it can be a reasonable solution to keep computation feasible [ 10].
Lim and Steele [ 11] adopted a hybrid WKB-numeric solution for their nonlinear active cochlear model, in which the WKB method was used in the short wave region and numerical Runge-Kutta method was used in the long-wave region, to keep computation fast and efficient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com