Sentence examples for uses a global optimization from inspiring English sources

To do this it uses a global optimization algorithm.

In both algorithms the solution of the inner problem is embedded in the outer problem to form a set of single-level optimization problems that can be solved to global optimality using a global optimization software.

The model enables the automated generation of inclusive and flexible ORC cascades and is optimized using a global optimization algorithm.

We use a global optimization method called differential evolution to optimize both of them [ 25].

In the optimal design process, the vibration of the plate is analyzed using the Rayleigh Ritz method, the sound pressure produced by the plate is calculated using the first Rayleigh integral, and the optimal excitation location is determined using a global optimization technique.

Data from a laboratory column leaching experiment were used in the uncertainty analysis using a global optimization methodology to evaluate the model's sensitivity to transport parameters.

The model is a mixed integer non linear programming problem with bilinear terms on the property balances, and it is solved using a global optimization algorithm.

With an aim to design a V-shape absorber using a global optimization algorithm, the reflectivity value of the absorber is calculated as a cost function by using an equivalent multilayered absorber model, and is minimized by the optimization algorithm.

To evaluate the proposed approach, an experimental study on simulated data and real world data was performed using two alternative approaches: a heteroskedastic piecewise regression model using a global optimization algorithm based on dynamic programming, and a Hidden Markov Regression Model whose parameters are estimated by the Baum Welch algorithm.

The system first detects foreground regions using background subtractions and then tries to match people models with the observed edges of foreground regions, using a global optimization technique based on the Expectation-Maximization algorithm.

Here we used a global optimization algorithm (SRES) to minimize the sum of squared differences between experimental data sets and the model simulation results.