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The necessity of using multivariate approach is discussed and a simplified method is proposed to account for directional dependence, which not only provides accurate prediction but also reduces calculation effort.
Two new concepts, proposed here, are deemed necessary for the successful execution of this task: a 'two-stage' optimization approach, reducing the number of needed collision simulations, and a rapid collision simulation approach that utilizes coarse FE mesh and reduces calculation time.
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We use an analytically-based tensor approximation approach for function-related tensors, which reduces calculations to multilinear algebra operations.
The extension developed using heuristics, provides additional insight, traces the process weak points, facilitates implementation of new technology and reduces calculations.
In order to reduce calculation time, we considered symmetrical geometry, in which we would calculate the stress field in the finite element model.
The initial grouping can reduce calculation time.
The SVM model could help to reduce calculation resource.
In order to reduce calculation time, a vector quantization algorithm is used to bundle scenarios [32].
First, the proposed ranging process significantly reduced calculation loads using IFFT instead of a correlation operation.
It contributes to a better real-time performance of the diagnosis system by reducing calculation.
40623_2016_405_MOESM1_ESM.pdf Additional file 1. Brief explanation for reducing calculation time of the spherical harmonic expansion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com