ABSTRACT We discuss the application of the least square and weighted least square methods to determine the amount of fuel consumption at a given distance, in the use of vehicles in and out of town, at the same time mathematical models is also used. Computational examples using real data show that the solution given by the weighted least squares method to a mathematical model of gasoline c…