On the Complexity of the Production-Transportation Problem
Dorit S. Hochbaum, Sung‐Pil Hong · SIAM Journal on Optimization · 1996
The production-transportation problem (PTP) is a generalization of the transportation problem. In PTP, we decide not only the level of shipment from each source to each sink but also the level of supply at each source. A concave production cost function is associated with the assignment of supplies to sources. Thus the objective function of PTP is the sum of the linear transportation costs and the production costs. We show that this problem is generally NP-hard and present some polynomial classes. In particular, we propose a polynomial algorithm for the case in which the transportation cost matrix has the Monge property and the number of sources is fixed. The algorithm generalizes a polynomial algorithm of Tuy, Dan, and Ghannadan [Oper. Res. Lett., 14 (1993), pp. 99–109] for the problem with two sources.