The supply of products of first necessity is one of the most important problems inside to the humanitarian logistics for, this activity must have attributes such as a) quantity; b) propitious derived from the physical and social aspects of the area; c) speed, and d) reliability. This document addresses this problem during the emergency phase of the disaster; two methods of solution are put to evaluation and comparison, with their different characteristics, attributes, advantages, and disadvantages, but with the same objective, to find the routes of delivery of products that allow the worthy survival of the victims. These methods are tested in the municipality of La Perla, Veracruz, Mex., houses 46 localities and it has been impacted by a natural phenomenon in repeated occasions. Through the heuristic technique of the nearest neighbor (NN), five delivery routes of products are obtained, and a locality is omitted. While the exact programming through the classic vehicle routing problem with capacity (CVRP) throws six paths