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Different software are generally used to evaluate such functions, whose computational cost can vary a lot.
The first one is the direct Monte Carlo method (DMCM) whose computational burden is relative high.
This is specially true for the class of irregular applications, whose computational constructs hardly fit current parallel architectures.
Based on this formulation, a deflation algorithm, whose computational complexity is polynomial, is proposed to derive the suboptimal solution.
Thereby, development of models whose computational efforts do not affected by the population of the membrane is of great advantageous.
This methodology can also be used to quickly identify the bottlenecks of the system such as protocol functions whose computational complexity prevents a higher throughput.
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As a result we obtain algorithms whose overall computational complexity is reduced considerably in comparison to a black-box approach.
To solve this very complex combinatorial optimization problem, our major objective was to develop an efficient methodology whose required computational effort is kept within reasonable limits.
These results enable potential flow panel methods to be used as design tools for this kind of devices, in particular the open source solver used in this study, whose large computational efficiency is a major advantage considering the number of headings that have to be considered to feed velocity-prediction-programs.
For Radon-Wigner transform or Radon-ambiguity transform, both the calculation of the full time-frequency plane (or AF plane) and the transformation from the Cartesian coordinate to the polar coordinate are indispensable, whose high computational complexity severely hinders the usefulness of the two methods in the LFM-signal detection, especially in the case of long signal detection.
One way to do this is to postulate a fundamental physical level, whose most accurate computational description identifies the (most fundamental) computation performed by the system.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com