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However, the BSA based labeling optimization evaluates the labeling cost assuming that full a priori information is available.
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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.
The material topology optimization method evaluates an optimal layout reinforcing or arranging material of a specified volume in a given design space that maximizes stiffness for a given set of loads and boundary conditions.
The optimization function evaluates the global intensity similarity between the dithering pattern and its corresponding ideal pattern, but it just considers the global similarity without focusing on local structure similarity.
The proposed optimization is evaluated using an actual 423-bus case as the test system.
Our approach uses no numerical optimization, simply evaluating several equations to find the state estimates.
Heuristic optimization methods evaluated for current research include genetic algorithm, particle swarm optimization and simulated annealing.
The results indicated that Differential Evolution provides better results among the stochastic optimization methods evaluated.
All of the approaches mentioned above use modeled data-driven approaches such as simulation or optimization to evaluate and contrast the scenarios.
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.
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