As mentioned before, we start performing the experiments with traditional methods (gradient-based methods defined in the Neurolabs Library). Table 2 shows a comparison between the traditional methods defined in the Neurolabs Library and GA. The experiments presented in this table were performed using a water demand time series of the flow meter p10012. From Table 2, we observe that GA presents a better performance in the validation set than the other three methods.