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A metaheuristic approach to the reliable location routing problem under disruptions

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  • Zhang, Ying
  • Qi, Mingyao
  • Lin, Wei-Hua
  • Miao, Lixin

Abstract

This paper examines a reliable capacitated location–routing problem in which depots are randomly disrupted. Customers whose depots fail must be reinserted into the routes of surviving depots. We present a scenario-based mixed-integer programming model to optimize depot location, outbound delivery routing, and backup plans. We design a metaheuristic algorithm that is based on a maximum-likelihood sampling method, route-reallocation improvement, two-stage neighborhood search and simulated annealing. Numerical tests show that the heuristic is able to generate results that would keep operating costs and failure costs well balanced. Managerial insights on scenario identification, facility deployment and model simplification are drawn.

Suggested Citation

  • Zhang, Ying & Qi, Mingyao & Lin, Wei-Hua & Miao, Lixin, 2015. "A metaheuristic approach to the reliable location routing problem under disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 83(C), pages 90-110.
    • Handle: RePEc:eee:transe:v:83:y:2015:i:c:p:90-110
    DOI: 10.1016/j.tre.2015.09.001
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