Sentence examples for optimization evaluated from inspiring English sources

Finally, a total of 299 SNPs were selected, and the prediction accuracy with SMO (sequential minimal optimization) evaluated using 10-fold cross validation on the training dataset achieved 0.901, and the accuracy on the independent test dataset was 0.895.

However, the BSA based labeling optimization evaluates the labeling cost assuming that full a priori information is available.

Heuristic optimization methods evaluated for current research include genetic algorithm, particle swarm optimization and simulated annealing.

The proposed optimization is evaluated using an actual 423-bus case as the test system.

The results indicated that Differential Evolution provides better results among the stochastic optimization methods evaluated.

With the consideration of the dynamic disturbances in the startup of the process, the optimization is evaluated under a probabilistic framework.

The combinations of the process variables during genetic algorithm optimization were evaluated using the neural network model.

The metaheuristic optimization algorithms evaluated, in terms of wellbore designs of a complex trajectory subject to constraints, are: genetic algorithm (GA), artificial bee colony (ABC), ant colony optimization (ACO) and harmony search (HS).

The corresponding cost function in optimization is evaluated by an external numerical electromagnetic (EM) solver, where the communication between the GA and EM solver is implemented with our unified optimization framework (UOF).

However to facilitate on-line implementation only a small part of the search tree in the mixed integer optimization is evaluated to find out whether a switch should occur or not.

Of note, the haemodynamic effects of CRT optimization were evaluated in terms of Doppler echocardiographic parameters, and further studies are required to investigate whether a repeated tailoring approach can impact clinical outcome measures.