In this scenario, the adoption of a decision support system (DSS) to help logistics managers to perform the correct selection of carrier and shipping mode minimizing transportation costs proves to be highly beneficial, owing to the complexity of the problem, the large number of variables involved and the number of possible options to be compared (Helo and Szekely, 2005; Lursen and Yang, 1996; Powell and Sheffi, 1989).