High dimensionality often challenges the efficiency and accuracy of a classifier, while evolutionary feature selection is an effective method for data preprocessing and dimensionality reduction.

In this paper, we propose two separated metaheuristic: the Tabu Search Algorithm (TSA) and Genetic Algorithm (GA) for the optimization of the traffic signal in order to compare them and seek for the ...