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These algorithms can be parallelized very efficiently, but the parallel versions still have an exponential complexity in the size of the parameters.
The numerical experiments presented show that these solution methods can be parallelized very efficiently.
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We note that the global sensitivity analysis task cannot be parallelized as efficiently as the other task types, so the highest speed-up factors for this task type were lower than other task types.
One additional important aspect is that the core GMRES method consists mainly of matrix vector multiplications [35] which can be parallelized efficiently, but the ILU preconditioner, for such matrix sizes, does not run efficiently in parallel.
The results show in which settings and up to what degree evolutionary algorithms can be parallelized efficiently.
Consequently, the split operator method for the Klein Gordon equation does not require the computation of a Fourier transform and may be parallelized efficiently by domain decomposition.
As the learning method used in BNFinder performs parent-set optimizations independently for each variable, it can be parallelized efficiently.
In addition, we demonstrate that our method can efficiently be parallelized for distributed memory systems, where an excellent scalability with the number of CPUs is observed.
That's a task that cannot be parallelized.
Consequently, the code can be parallelized.
In addition, it is not easy to be parallelized.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com