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Cycle-Based Neighbourhoods for Fixed-Charge Capacitated Multicommodity Network Design

Author

Listed:
  • Ilfat Ghamlouche

    (Département d'informatique et recherche opérationnelle and Centre de recherche sur les transports, Université de Montréal, C.P.6128, succursale Centre-ville, Montréal, Québec, Canada H3C 3J7)

  • Teodor Gabriel Crainic

    (Département de management et technologie, Université du Québec à Montréal, and Centre de recherche sur les transports, Université de Montréal, Montréal, Québec, Canada)

  • Michel Gendreau

    (Département d'informatique et recherche opérationnelle and Centre de recherche sur les transports, Université de Montréal, Montréal, Québec, Canada)

Abstract

We propose new cycle-based neighbourhood structures for metaheuristics aimed at the fixed-charge capacitated multicommodity network design formulation. The neighbourhood defines moves that explicitly take into account the impact on the total design cost of potential modifications to the flow distribution of several commodities simultaneously. Moves are identified through a shortest-pathlike network optimization procedure and proceed by redirecting flow around cycles and closing and opening design arcs accordingly. These neighbourhoods are evaluated and tested within a simple tabu search algorithm. Experimental results show that the proposed approach is quite powerful and outperforms existing methods reported in the literature.

Suggested Citation

  • Ilfat Ghamlouche & Teodor Gabriel Crainic & Michel Gendreau, 2003. "Cycle-Based Neighbourhoods for Fixed-Charge Capacitated Multicommodity Network Design," Operations Research, INFORMS, vol. 51(4), pages 655-667, August.
    • Handle: RePEc:inm:oropre:v:51:y:2003:i:4:p:655-667
    DOI: 10.1287/opre.51.4.655.16098
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    References listed on IDEAS

    as
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