TY - JOUR
T1 - Optimal routing and scheduling of unmanned aerial vehicles for delivery services
AU - Yan, Shangyao
AU - Sun, Ching Sheng
AU - Chen, Yi Hsuan
N1 - Publisher Copyright:
© 2023 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - In the logistics industry, unmanned aerial vehicles (UAVs) are mostly used for last-mile delivery, in combination with other types of vehicles. There is currently no operator in Taiwan that is completely reliant upon the usage of UAVs for cargo delivery services. Therefore, this study proposes a routing and scheduling model for UAVs by utilizing the network flow technique and mathematical programming methods. All advance requests must be satisfied, and the related operating constraints ensured in the model. The model aims to minimize the total operating cost. To effectively solve large problems that may occur in practice, this study develops a relax-and-fix heuristic. Numerical tests are conducted to preliminarily examine whether the model, coupled with the heuristic algorithm, could be applied in practice. The test results indicate that the proposed model and solution algorithm are effective and thus could be useful for UAV operators to perform delivery routing and scheduling.
AB - In the logistics industry, unmanned aerial vehicles (UAVs) are mostly used for last-mile delivery, in combination with other types of vehicles. There is currently no operator in Taiwan that is completely reliant upon the usage of UAVs for cargo delivery services. Therefore, this study proposes a routing and scheduling model for UAVs by utilizing the network flow technique and mathematical programming methods. All advance requests must be satisfied, and the related operating constraints ensured in the model. The model aims to minimize the total operating cost. To effectively solve large problems that may occur in practice, this study develops a relax-and-fix heuristic. Numerical tests are conducted to preliminarily examine whether the model, coupled with the heuristic algorithm, could be applied in practice. The test results indicate that the proposed model and solution algorithm are effective and thus could be useful for UAV operators to perform delivery routing and scheduling.
KW - UAV (Unmanned Aerial Vehicle)
KW - advanced request
KW - delivery routing and scheduling
KW - network
KW - relax-and-fix heuristic
UR - http://www.scopus.com/inward/record.url?scp=85165503440&partnerID=8YFLogxK
U2 - 10.1080/19427867.2023.2237736
DO - 10.1080/19427867.2023.2237736
M3 - 期刊論文
AN - SCOPUS:85165503440
SN - 1942-7867
VL - 16
SP - 764
EP - 775
JO - Transportation Letters
JF - Transportation Letters
IS - 7
ER -