Sentence examples for minimize over the from inspiring English sources

The optimization problem is to minimize over the following expression: (6).

More precisely, we will minimize over the set of pairs (( u,P):Srightarrow mathbb Rtimes mathbb R^d) where (P x in partial u(x)) for every (xin S).

The weights for the 26 genes were retained from the original GEPR, to minimize over-fitting the model.

In order to minimize over-parameterization, the model was allowed to estimate outputs using the best three input parameters.

To minimize over-fitting of the prediction model, three-fold crossover validation was used to investigate the training set.

These conditions minimize over-labeling of the protein, typically yielding 1 2 molecules of dye per protein molecule depending on the protein used [23].

A marker estimation method is proposed to minimize over-segmentation resulting from the watershed algorithm.

On the other hand, in order to handle the nonconvexity of the optimization problem, we use an iterative alternating minimization approach: minimizing over the coding matrix while maintaining fixed the latent source matrix and viceversa.

This average maximum loss is then minimized over the class of designs.

The residue is minimized over the elements, after that the shape function is applied to the obtained equation.

In most cases, the former type ends up designing a complex objective function to be minimized over the solution space.