An exact algorithm for the robust shortest path problem with interval data

  • Authors:
  • R. Montemanni;L. M. Gambardella

  • Affiliations:
  • Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA) Galleria 2, CH-6928 Manno, Switzerland;Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA) Galleria 2, CH-6928 Manno, Switzerland

  • Venue:
  • Computers and Operations Research
  • Year:
  • 2004

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Abstract

The robust deviation shortest path problem with interval data is studied in this paper.After the formulation of the problem in mathematical terms, an exact algorithm, based on a very simple concept, is described. Some practical improvements to the basic idea, which speed up the method, are also presented.Computational results corroborate the correctness of the conjecture on which the algorithnt is based and the potential of the approach. In particular, our method is proven to be able to retrieve high-quality solutions very quickly on some families of networks. For this reason, it could alternatively be used as a fast heuristic method.