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Numerical results show that the new Lagrangian relaxation method produces better schedules in much shorter computation time, especially for large-scale problems.
The other estimation methods take equally long for each algorithm while the CE RDiff K-Med has a much shorter computation time due to the smaller data sets it has to work with.
The results of biased simulation in comparison with analog simulation indicate that the first two techniques speed up the convergence rate under certain conditions, whereas the combined application of the three techniques achieved accurate results within a much shorter computation time.
In the SC-BLSOM, more BLSOMs are constructed than in the conventional BLSOM, but they need much shorter computation time than the BLSOM for all data input at once, because the division of data in the first-layer BLSOM has significantly reduced the number of input data pieces for each divided BLSOM.
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Compared with the state-of-the-art methods, the proposed algorithm based on image filtering approach has a little longer computation time than that of[21], and much shorter calculation time than that of[20].
Compared with column and constraint generation algorithm used in [16], computation time is much shorter as computational complexity increases.
By so doing the FPT can be actually computed in much shorter times: we report examples of Gaussian and anomalous distributions in which the reduction with respect to a pure MC computation is of orders of magnitude.
Since IBD segments are typically much shorter than their corresponding chromosome, we reduce computation time by calculating likelihoods using only genotype data in the interior of the candidate IBD segment.
These results indicate that the computation time of the SOCP formulation is much shorter than that of the NLP models.
Although the JEER computation results in a slightly longer training time, the training time of the proposed face detection system is still much shorter than the traditional Adaboost face detection system owing to the efficient JEER computation.
The execution time of FMDR is much shorter than that of MDR in high-order gene gene interactions because FMDR effectively decreases the number of possible unnecessary computations.
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