A metaheuristic approach to the reliable location routing problem under disruptions

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

Transportation Research Part E: Logistics and Transportation Review, 2015, vol. 83, issue C, 90-110

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.

Keywords: Location–routing problem; Facility disruptions; Reliability design; Simulated annealing (search for similar items in EconPapers)
Date: 2015
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Citations: View citations in EconPapers (19)

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DOI: 10.1016/j.tre.2015.09.001

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