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end{aligned} (14 For the first objective, f represents the mean best fitness error (MBFE), whereas for the second, f corresponds to the best fitness error (BFE).
The MBFE with respect to the global optimum is recorded with its standard deviation (STD) and the best fitness error (BFE) achieved over the 25 repetitions.
Step 2-6 : Average Fitness Error Calculation: Calculate the average fitness of the new population.
Removal of 50% of these treatments randomly shows a significant deterioration of the constructed pathway and 35% increase of the fitness error (see Additional File 3, S3.1).
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The fitness relative error of this prediction model was ±0.03% and predictive relative error was ±1.45% to gas emission in coal mine.
In this paper, an artificial neural network is used to develop a real-time estimate of the final fitness and error bounds at each iteration of the solver.
CPT search space; Fitness function (error function).
Objective functions (fitness, cost, error function) are performance measures that indicate the quality of different alternatives, thereby guiding an optimization algorithm toward finding the optimal solution(s) to a problem.
Dynamic identification procedure identified the unknown parameters listed in Table 5. Accuracy on the evaluation of the unknown parameters can be argued by looking at Fig. 10 where the convergence of fitness value (error) calculated by means of objective function (Eq. 14) for investigated generations are highlighted.
Model fit errors were small (< 0.25%) for Group A, Group B and the entire cohort (A + B), indicating model fitness.
We propose a faster MOGA where the error fitness function is replaced by a fitness function based on the correlation between endmembers.
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CEO of Professional Science Editing for Scientists @ prosciediting.com