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Finally, the best optimized result is collected from all metamodels in the 3rd level.
On the other hand, with the best optimized apodization profiles, the GDR is reduced to the minimum extent.
It should adopt the best optimized feature selection methodology to select the adequate features for each problem.
Finally, the best optimized gene and new promoters were combined to engineer highly productive P. pastoris CBH2 expression strains.
The best optimized stand-alone hybrid energy system comprises of PV, wind, diesel generator, converter and battery.
In short, the best optimized PID controller employed is the one optimized by IAE for the low percent overshoot and minimum settling time.
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The best-optimized feature selection methodology in the developed workflow is able to remove 62 99% of all redundant data.
This is similar to the performance of the best-optimized version of the algorithm described in this chapter.
However, to deal with high dimensional data, the best-optimized methodology is always required to select the minimum subset of descriptors to predict a certain property with a good performance, less computational/time cost and in a more robust way.
Moreover, the results showed that in comparison to the base case conditions by using the best-optimized configurations, 64.4, 86.4, and 1039.0% improvements in life-cycle cost, the annual water consumption, and the annual average of the coefficient of performance were achieved, respectively.
STZ (2 mM) with an exposure time of 8 hrs was characterized as the best-optimized schedule for experimental studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com