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Flexible Delivery Routing for Elastic Logistics: A Model and an Algorithm

Authors
Lee, M.Hong, J.Cheong, T.Lee, H.
Issue Date
7월-2022
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
Companies; Elastic logistics; Heuristic algorithms; Logistics; Mathematical model; Memetics; Optimization; Routing; logistics; memetic algorithm.; on-demand; traveling salesman problem
Citation
IEEE Transactions on Intelligent Transportation Systems, v.23, no.7, pp.6864 - 6882
Indexed
SCIE
SCOPUS
Journal Title
IEEE Transactions on Intelligent Transportation Systems
Volume
23
Number
7
Start Page
6864
End Page
6882
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/139605
DOI
10.1109/TITS.2021.3063195
ISSN
1524-9050
Abstract
In this study, we present a flexible delivery routing problem faced by logistics service providers in which some customers may receive their packages indirectly. Customers are supposed to get their packages directly from a delivery service provider or be delivered to indirectly using a nearby station drop and a subsequent separate last-mile delivery service provider that finally delivers their goods. We address the problem of determining whether deliveries to customers should be fulfilled directly or indirectly in this situation. We present the mathematical programming model and propose a near-optimal heuristic approach based on a memetic algorithm. In addition, we evaluate the numerical performance of the proposed algorithm and perform various parametric analyses to gain managerial insights from the model. IEEE
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공과대학 (산업경영공학부)
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