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Since the computation for each k is parallel, the computational complexity can be less than 3(r c +1 N 2+12(r c +1 N+O(r c ).
Here are some ways to celebrate it and win a prize from the Lab: 2) Calculate the value of pi by tossing needles on a sheet of lined paper — or, much simpler and quicker, watching your computer toss the needles and do the computation for you.
Moreover, since there are massive independent approximation processes in the polynomial approximation-based approach, a distributed computing framework is designed to carry out the computation for this method.
Figure 1 shows the computation for word sizes 12, 13 and 14 (for computer characteristics see Supplementary Section Software and Hardware).
As the computed result is non-unique and very sensitive to edge ordering, we repeated the computation for 10 different (random) orderings and took the best result [in terms of AUPR value; for fair comparison, we sorted the (remaining) edges in the final graph also with respect to the edge weights taken from the perturbation graph].
Second we start the computation for the remaining internal grid points and the communication procedures simultaneously.
This stage is parallelized by distributing the computation for each angular position to individual cores.
Moreover, the computation for this approach is fast enough for real-time processing.
The computation for each case takes only a fraction of a second.
A grid independence model is employed to carry out the computation for a chosen configuration.
The computation for the version with a refined clock takes also six steps, but these are steps of clock C1.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com