The mathematics of transport and logisitics aims at optimizing the design and the operation of networks for the movement of persons and goods. Such networks can be modeled as graphs, in which commodities flow from their sources to their destinations. The mathematical treatment of such models leads to large-scale integer programming problems, whose solution requires the development of novel efficient algorithms