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Other, global methods can yield better results but also imply higher execution times.
More complex clustering techniques such as fuzzy k-means and in particular Dirichlet clustering and Latent Dirichlet Allocation incur significantly higher execution times of over 10 minutes, approximately 4 hours and 56 minutes respectively.
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Wavelet-based image processing systems are typically implemented with memory-intensive algorithms and with higher execution time than other encoders based on other transforms like discrete cosine transform.
Video medical compression algorithms based on the 3D wavelet transform obtain both excellent compression rates and very good quality, at the expense of a higher execution time.
The paper shows that the PSO and GA algorithm have a comparable solution quality and convergence time, while ACO has a significant higher execution time and delivers a slightly worse solution.
As a rule of thumb, the most accessed addresses are the ones able to create a higher miss variability with different cache placements and hence higher execution time variability.
The slightly higher execution time of the proposed approach, when compared to the FDoG, is partly explained by the pre- and post-processing steps of the proposed approach, which are not required in the other compared algorithms.
Numerical results comparing PIA with RGA over a real test case show that both algorithms produce solutions with similar quality from the users viewpoint (in terms of in-vehicle travel time), while the former produces better solutions from the operators viewpoint (in terms of number of routes and total route duration) and requires a higher execution time.
Although when dealing with a stiff system of ODEs the new algorithm is shown to provide equal accuracy with that delivered by LSODE at the cost of higher execution time, the results indicate that its performance could be superior when facing a stiff system of PDEs.
This figure depicts high execution times of such queries on a single compute node.
Logistical disadvantages, ethical constraints, costs and high execution times could have a negative impact on the execution of the clinical trial.
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CEO of Professional Science Editing for Scientists @ prosciediting.com