The Profitable Arc Tour Problem: Solution with a Branch-and-Price Algorithm

  • Authors:

  • Dominique Feillet;Pierre Dejax;Michel Gendreau

  • Affiliations:

  • Laboratoire d'Informatiquè d'Avignon, 339 Chemin des Meinajariés, Agroparc BP 1228, 84911 Avignon, France;École des Mines de Nantes and Communications and Cybernetic Research Institute of Nantes, 4, rue Alfred Kastler, 44307 Nantes, France;CRT Université de Montréal, C.P. 6128, succursale Centre-ville, Montréal, Canada H3C 3J7

  • Venue:
  • Transportation Science
  • Year:
  • 2005

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Abstract

In this article, we introduce a new arc routing problem that we call the profitable arc tour problem. This problem is defined on a graph in which profits and travel costs are associated with the arcs. The objective is to find a set of cycles in the graph that maximizes the collection of profit minus travel costs, subject to constraints limiting the number of times that profit is available on arcs and the maximal length of cycles. The problem is related both to constrained flow problems and to vehicle-routing problems. We tackle it from this standpoint and propose a branch-and-price algorithm for its solution. In the column-generation phase, the issue of the collection decisions while traveling through the arcs is addressed. In the branching phase, the fact that viewing solutions in terms of flow variables regularly induces an integer flow matrix leads us to introduce a branching method called the flow-splitting method. Finally, the relationships of this problem with constrained flow optimization are taken into account in an initial phase of the algorithm.