Sentence examples for mathematical optimization using from inspiring English sources

Xu [14] introduced a multi-label weighted kNN classifier, where the weights for each class are computed via mathematical optimization, using least squared errors (LSE).

Following this, in Sections 4 and 5, we present our approach to pipeline synthesis and optimization using mathematical formulations.

Although these functions limit the set of metrics supported by the approach, they are appropriate for a wide range of scenarios and have mathematical properties suitable for optimization using feature models (Sanchez et al. 2013).

Under single-objective optimization, the objectives such as customer satisfaction and total cost of the product are optimized individually subject to constraints (3), (4) and (6) mentioned in the "Formulation of mathematical model under single objective optimization" using LINGO 8.0 solver.

The proposed algorithm is numerically faster than the general mathematical optimization methods used for solving optimal resource allocation problems.

Optimization using numerical procedures evidently precludes any explicit mathematical representation of uncertainty.

Computer algorithms and mathematical optimization were used to determine the most cost-efficient research designs assuming either single- or dual-stage screening procedures.

Optimization using constrained linear least squares solver in the optimization toolbox was also used to eliminate errors in the measurement from inclusion into the mathematical models.

For the generation of optimal crystallizer designs, mathematical optimization techniques are used that allow a flexible formulation of constraints and an objective function.

Mathematical optimization methods are used to generate the cost optimal solution for this problem.

In the last decade, metabolic engineering approaches based on the mathematical optimization have been used extensively for the analysis and manipulation of metabolic networks.