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The objective function provides how much each variable contributes to the value to be optimized in the problem.
As Figure 2 shows, the "Set Objective" box is the value to be optimized, which is the SSE value in cell B23.
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A country formed as an array of variable values to be optimized.
Each length scale, l, is treated as a hyperparameter wich value needs to be optimized during model training.
where f(i) is the fitness of the solution of the food source FS i. FN is the number of food sources, and Obj i) is the solution value of the function to be optimized.
To select the appropriate transformation, the method only uses the values of the function to be optimized at the vertices of the simplex considered.
In this study, the HEN design target that needs to be optimized is the value of the minimum temperature difference (ΔTmin).
We did not find it to be optimized at an intermediate value.
Signal transmission efficiency for such a target is not to be optimized to a maximum value, but instead to the appropriate ratio between the inputs.
Along this line, it is understood that the solution pH value must be optimized in order to achieve the best cell performances.
Once considering the level of homology for cross-species comparison, the bit-scores (or E-values) should be optimized to the studied system.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com