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المؤلفWu, Guohua
المؤلفMao, Ni
المؤلفLuo, Qizhang
المؤلفXu, Binjie
المؤلفShi, Jianmai
المؤلفSuganthan, Ponnuthurai Nagaratnam
تاريخ الإتاحة2023-02-12T08:26:16Z
تاريخ النشر2022-12-01
اسم المنشورIEEE Transactions on Intelligent Transportation Systems
المعرّفhttp://dx.doi.org/10.1109/TITS.2022.3181282
الاقتباسWu, G., Mao, N., Luo, Q., Xu, B., Shi, J., & Suganthan, P. N. (2022). Collaborative truck-drone routing for contactless parcel delivery during the epidemic. IEEE Transactions on Intelligent Transportation Systems, 23(12), 25077-25091.‏
الرقم المعياري الدولي للكتاب15249050
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85133753135&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/39961
الملخصThe COVID-19 pandemic calls for contactless deliveries. To prevent the further spread of the disease and ensure the timely delivery of supplies, this paper investigates a collaborative truck-drone routing problem for contactless parcel delivery (CRP-T&D), which allows multiple trucks and multiple drones to deliver parcels cooperatively in epidemic areas. We formulate a mixed-integer programming model that minimizes the delivery time, with the consideration of the energy consumption model of drones. To solve CRP-T&D, we develop an improved variable neighborhood descent (IVND) that combines the Metropolis acceptance criterion of Simulated Annealing (SA) and the tabu list of Tabu Search (TS). Meanwhile, the integration of K-means clustering and Nearest neighbor strategy is applied to generate the initial solution. To evaluate the performance of IVND, experiments are conducted by comparing IVND with VND, SA, TS, variants of VND, and large neighborhood search (LNS) on instances with different scales. Several critical factors are tested to verify the robustness of IVND. Moreover, the experimental results on a practical instance further demonstrate the superior performance of IVND.
راعي المشروعThis work was supported in part by the National Natural Science Foundation of China under Grant 62073341 and in part by the Natural Science Fund for Distinguished Young Scholars of Hunan Province underGrant 2019JJ20026.
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعcontactless parcel delivery
improved variable neighborhood descent
simulated annealing
Tabu search
The collaborative truck-drone routing problem
العنوانCollaborative Truck-Drone Routing for Contactless Parcel Delivery during the Epidemic
النوعArticle
الصفحات25077-25091
رقم العدد12
رقم المجلد23
dc.accessType Abstract Only


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