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The real penetration of renewable energy sources (RES) under varying weather conditions required an optimal sizing of hybrid renewable power generation systems.
Based on the optimal distance we can split the data set into a particular number of clusters or based on the number of clusters required an optimal distance is chosen to split the data set into clusters using "Dendrogram".
In addition, compared with the mGPS, the continuity of the CRP/Alb ratio required an optimal cut-off value in clinical practice.
However, an increment to the datasets and classes required an optimal nonlinear classification with SVM which could solve the classification problems by mapping the original data into a "feature space".
In a systematic analysis of 19 different coverage cutoffs and 20 different k-mer sizes we showed that i) none of the genes could be assembled across all of the parameter space ii) assembly of each gene required an optimal set of parameter values and iii) these parameter values could be explained in part by different gene expression levels and different degrees of similarity between genes.
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An efficient use of such resources requires an optimal task/node mapping which, already known as NP-complete on classical parallel computers, becomes much harder on grid systems where additional degrees of complexity are introduced.
Doing so requires an optimal balance of pro- and anti-inflammatory muscle.
GR: There are lots and lots of existing commercial applications that require an optimal solution to a problem with a lot of variables.
For sulfide ores, on the other hand, selective flotation normally follows the crushing and grinding stage and requires an optimal degree of liberation.
Bone scaffolds for tissue regeneration require an optimal trade-off between biological and mechanical criteria.
The increase of fuel cell (FC) system efficiency requires an optimal management of all its sub-systems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com