In this work, a method for optimally selecting and aggregating a given set of shipping orders in FTL and/or LTL shipments is presented, with the aim of minimizing total shipping costs defined as the sum of LTLs and FTLs cost. Here, it is assumed that cost is the only relevant performance measure and that all carriers offer the same performance level in terms of on-time delivery and service quality.