Results obtained in the simulation when Fuzzy Logic is not used. In the training phase, the fields entitled Iteration Sets
represent each individual simulation set carried out. In the first iteration set in the validation phase, the average
values of the solution found in each one of the iteration sets in the training phase was used. In the second set of
iteration in the validation step one of the best solutions found in the iteration set in the training step was chosen at
random (solution 1 in the training phase). In the third iteration set in the validation phase the used was solution 8 of
the training phase. This solution has the particularity to present a temporal window to the signal line greater than
that presented in the long-term average. The centroid parameter indicates the relation between the fuzzy logic and
the purchase safety.