Population growth is constantly increasing exponentially, along with the number of cars in large cities. This means that traffic jams and accidents are frequent problems. This research was carried out in Campo Grande, the capital of Mato Grosso do Sul, which has one of the highest rates of vehicles per inhabitant. It analysed the city's most important roads, their capacity and the number of vehicles passing through each traffic light cycle.