EN
Capacitated Multi Drone Assisted Vehicle Routing Problem
Abstract
This research delves into the dynamic landscape of transportation systems, with a specific focus on the integration of drones and conventional vehicles. The study presents a Mixed Integer Programming (MIP) model for the Capacitated Multi-Drone Assisted Vehicle Routing Problem (mDroneCVRP), aiming to minimize the time of the last vehicle's arrival at the warehouse. It is essential to highlight that the proposed model was effectively solved using the CPLEX algorithm within the GAMS framework, underscoring the sophistication of the solution approach. The integration of multiple drones into the routing process proves to be instrumental in significantly reducing service time, demonstrating the efficacy of synergizing drone and truck operations. As the number of nodes escalates, emphasizing the necessity for heuristic approaches to address larger instances, the study provides valuable insights into the judicious use of drones in synchronized routing operations. Furthermore, the research challenges conventional assumptions by permitting drones to take off from and land on different vehicles, thereby augmenting operational capabilities and adeptly tackling contemporary transportation challenges.
Keywords
References
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Details
Primary Language
English
Subjects
Packaging, Storage and Transportation (Excl. Food and Agricultural Products)
Journal Section
Research Article
Early Pub Date
April 2, 2024
Publication Date
September 1, 2024
Submission Date
August 9, 2023
Acceptance Date
January 20, 2024
Published in Issue
Year 2024 Volume: 37 Number: 3
APA
Kavlak, H., İşleyen, S. K., & Toklu, B. (2024). Capacitated Multi Drone Assisted Vehicle Routing Problem. Gazi University Journal of Science, 37(3), 1386-1415. https://doi.org/10.35378/gujs.1340189
AMA
1.Kavlak H, İşleyen SK, Toklu B. Capacitated Multi Drone Assisted Vehicle Routing Problem. Gazi University Journal of Science. 2024;37(3):1386-1415. doi:10.35378/gujs.1340189
Chicago
Kavlak, Hasan, Selçuk Kürşat İşleyen, and Bilal Toklu. 2024. “Capacitated Multi Drone Assisted Vehicle Routing Problem”. Gazi University Journal of Science 37 (3): 1386-1415. https://doi.org/10.35378/gujs.1340189.
EndNote
Kavlak H, İşleyen SK, Toklu B (September 1, 2024) Capacitated Multi Drone Assisted Vehicle Routing Problem. Gazi University Journal of Science 37 3 1386–1415.
IEEE
[1]H. Kavlak, S. K. İşleyen, and B. Toklu, “Capacitated Multi Drone Assisted Vehicle Routing Problem”, Gazi University Journal of Science, vol. 37, no. 3, pp. 1386–1415, Sept. 2024, doi: 10.35378/gujs.1340189.
ISNAD
Kavlak, Hasan - İşleyen, Selçuk Kürşat - Toklu, Bilal. “Capacitated Multi Drone Assisted Vehicle Routing Problem”. Gazi University Journal of Science 37/3 (September 1, 2024): 1386-1415. https://doi.org/10.35378/gujs.1340189.
JAMA
1.Kavlak H, İşleyen SK, Toklu B. Capacitated Multi Drone Assisted Vehicle Routing Problem. Gazi University Journal of Science. 2024;37:1386–1415.
MLA
Kavlak, Hasan, et al. “Capacitated Multi Drone Assisted Vehicle Routing Problem”. Gazi University Journal of Science, vol. 37, no. 3, Sept. 2024, pp. 1386-15, doi:10.35378/gujs.1340189.
Vancouver
1.Hasan Kavlak, Selçuk Kürşat İşleyen, Bilal Toklu. Capacitated Multi Drone Assisted Vehicle Routing Problem. Gazi University Journal of Science. 2024 Sep. 1;37(3):1386-415. doi:10.35378/gujs.1340189
Cited By
Comparison of Genetic Crossover Operators for Traveling Salesman Problem
Gazi University Journal of Science
https://doi.org/10.35378/gujs.1582521