Constrained Sampling EAs - GII/JEAF GitHub Wiki

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Experimental setup

Results and analysis

Absolute error results - Random target selection strategy

Absolute error results - Closest target selection strategy

Genotypic error results - Random target selection strategy

Genotypic error results - Closest target selection strategy

The next plots show the speedup comparison between the Constrained Sampling EA and the Standard EA used in the experiments. From top to bottom, these results correspond with the experiments in which 5, 10 and 20 evaluating entities were used. In the left side of the plot, the results where the random target selection strategy was used are shown. The results of the right side correspond with the experiments where the closest target selection strategy were used.

Speedup Graph - 5 Evaluating Entities

Speedup Graph - 10 Evaluating Entities

Speedup Graph - 20 Evaluating Entities