Por favor, use este identificador para citar o enlazar este ítem:
http://www.repositorio.ufop.br/jspui/handle/123456789/12504
Título : | A variable neighborhood search for flying sidekick traveling salesman problem. |
Autor : | Freitas, Júlia Cária de Penna, Puca Huachi Vaz |
Palabras clave : | Unmanned aerial vehicle Drone delivery Last mile delivery Randomized variable neighborhood descent |
Fecha de publicación : | 2020 |
Citación : | FREITAS, J. C.; PENNA, P. H. V. A variable neighborhood search for flying sidekick traveling salesman problem. International Transactions in Operational Research, v. 27, p. 267-290, jan. 2020. Disponível em: <https://onlinelibrary.wiley.com/doi/full/10.1111/itor.12671>. Acesso em: 18 jun. 2020. |
Resumen : | The efficiency and dynamism of unmanned aerial vehicles, or drones, have presented substantial application opportunities in several industries in the last years. Notably, logistic companies have given close attention to these vehicles to reduce delivery time and operational cost. A variant of the traveling salesman problem (TSP), called the flying sidekick traveling salesman problem, was introduced involving drone-assisted parcel delivery. The drone launches from the truck, proceeds to deliver parcels to a customer, and then is recovered by the truck at a third location. While the drone travels through a trip, the truck delivers parcels to other customers as long as the drone has enough battery to hover waiting for the truck. This work proposes a hybrid heuristic where the initial solution is created from the optimal TSP solution reached by a TSP solver. Next, an implementation of the general variable neighborhood search is employed to obtain the delivery routes of truck and drone. Computational experiments show the potential of the algorithm to improve significantly delivery time. Furthermore, we provide a new set of instances based on the well-known traveling salesman problem library instances. |
URI : | http://www.repositorio.ufop.br/handle/123456789/12504 |
metadata.dc.identifier.uri2: | https://onlinelibrary.wiley.com/doi/full/10.1111/itor.12671 |
metadata.dc.identifier.doi: | https://doi.org/10.1111/itor.12671 |
ISSN : | 1475-3995 |
Aparece en las colecciones: | DECOM - Artigos publicados em periódicos |
Ficheros en este ítem:
Fichero | Descripción | Tamaño | Formato | |
---|---|---|---|---|
ARTIGO_VariableNeighborhoodSearch.pdf Restricted Access | 771,02 kB | Adobe PDF | Visualizar/Abrir |
Los ítems de DSpace están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.