A logistics model for emergency supply of critical items in the aftermath of a disaster

A logistics model for emergency supply of critical items in the aftermath of a disaster

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Article ID: iaor20119122
Volume: 45
Issue: 4
Start Page Number: 132
End Page Number: 145
Publication Date: Dec 2011
Journal: Socio-Economic Planning Sciences
Authors: , , , ,
Keywords: distribution, programming: integer
Abstract:

This paper proposes a logistics model for delivery of prioritized items in disaster relief operations. It considers multi‐items, multi‐vehicles, multi‐periods, soft time windows, and a split delivery strategy scenario, and is formulated as a multi‐objective integer programming model. To effectively solve this model we limit the number of available tours. Two heuristic approaches are introduced for this purpose. The first approach is based on a genetic algorithm, while the second approach is developed by decomposing the original problem. We compare these two approaches via a computational study. The multi‐objective problem is converted to a single‐objective problem by the weighted sum method. A case study is presented to illustrate the potential applicability of our model. Also, presented is a comparison of our model with that proposed in a recent paper by Balcik et al. . The results show that our proposed model outperforms theirs in terms of delivering prioritized items over several time periods.

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