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Erschienen in: OR Spectrum 1/2021

09.11.2020 | Regular Article

A novel vehicle routing problem for vaccine distribution using SIR epidemic model

verfasst von: Nafiseh Shamsi Gamchi, S. Ali Torabi, Fariborz Jolai

Erschienen in: OR Spectrum | Ausgabe 1/2021

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Abstract

Vaccines and refrigerated trucks are critical resources for controlling the spread of epidemic diseases. This paper addresses a novel bi-objective vehicle routing problem to distribute vaccines among different regions to control the spread of communicable diseases in the aftermath of a disaster. The developed model aims to minimize the social cost incurred by considering different priority groups under the SIR epidemic model and the cost of vehicles used simultaneously. A hybrid solution procedure is developed using the weighted augmented \(\varepsilon\)-constraint method, optimal control theory, and dynamic programming. To evaluate the performance of the model and the solution approach, four small test problems and an illustrative example inspired by a real case are presented and their numerical results are discussed.

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Metadaten
Titel
A novel vehicle routing problem for vaccine distribution using SIR epidemic model
verfasst von
Nafiseh Shamsi Gamchi
S. Ali Torabi
Fariborz Jolai
Publikationsdatum
09.11.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
OR Spectrum / Ausgabe 1/2021
Print ISSN: 0171-6468
Elektronische ISSN: 1436-6304
DOI
https://doi.org/10.1007/s00291-020-00609-6

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