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The proposed and developed model is superior in terms of computational speed and accuracy.
Some experiments are carried out and its results are comparatively discussed with those of the conventional methods in terms of computational speed and required memory space.
Among the developed models, performance of neural network model trained with particle swarm optimization model is superior in terms of computational speed and accuracy.
In terms of computational speed, the FFSL scheme was comparable with the semi-Lagrangian method and an order of magnitude faster than the full hydrodynamic model, even when the latter ran in parallel on multiple cores.
The proposed hybrid NN was found to be competent in terms of computational speed and efficiency over the NN model.
While the underlying theory of matching pursuit is well established, its numerical implementation in terms of computational speed and accuracy comes at an enormous cost.
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We present and discuss the characteristics and performance, both in term of computational speed and precision, of a numerical code which integrates the equation of motions of N 'particles' interacting via Newtonian gravitation and move in an external galactic smooth field.
In terms of computational cost, our rendering speed (14 fps for a full HD frame size) was 225 times faster than Zhao's method.
Although it suffers from a fixed cost in terms of computational time, this approach allows to speed up the g-function assessment even further when used jointly with the block matrix formulation on large fields.
In this section, we present the performance evaluation of our GPU-based 3D-DWT algorithm in terms of computational and memory transfer times and the speed-ups obtained when compared to the CPU sequential algorithm.
In terms of computational complexity, the proposed approach makes the computation of biomarker tractable.
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