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On the other hand, the different (and better) initialization has indeed affected the time performances positively, where the time consumed by each algorithm has dropped considerably (about three to four times of improvement).
The average number of features selected by each algorithm has been presented in Table 2. HHPSO SVM selected 20 30 % of features, while PSO SVM selected 10 20 %percentt of features in Stage I.
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The specific objectives for the study were to calculate ICURs by applying each algorithm to data from 2 different studies that included longitudinal assessments of the SF-36, to compare the ranking of each algorithm-based ICUR across conditions, and finally to interpret whether differences in ICURs generated by each algorithm had the potential to affect decision making.
Although designed systems by Common Exponentiation algorithm have slower speed and lower performance, designing by this algorithm has less complexity, and easier designing compared with Fast Exponentiation algorithm.
A moving prediction horizon in the control algorithm found by genetic algorithm has been compared with a constant prediction horizon.
Overall, the model of LSSVM optimized by fruit fly algorithm has a small error with respect to particle swarm optimization.
Analysis of binary encoded genome structures by parsimony-splits algorithm has lower sensitivity and PPV than the rest of methods.
Additionally, the error model used by the FIA algorithm has the advantage that it depends solely upon isotopomer ratios rather than complete isotopomer fractions, and therefore it eliminates the need to estimate a normalization factor for each measured isotopomer distribution.
A Constrained Optimization By Linear Approximation (COBYLA) algorithm has been implemented to solve the optimization problem.
By contrast, the EA algorithm has also been shown to be effective in removing braid structures.
Generally speaking, the more known complexes are matched by algorithm, the stronger identification ability algorithm has.
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CEO of Professional Science Editing for Scientists @ prosciediting.com