TY - GEN
T1 - On the application of the vehicle routing problem with multi-distribution centers in reverse logistics
AU - Zhou, Ying
AU - Zheng, Hongzhen
AU - Meng, Fanchao
AU - Li, Chunshan
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/6/28
Y1 - 2017/6/28
N2 - This paper aims at the situation that customers' recovery requirements have been seldom considered on the vehicle routing problem with multi-distribution centers in logistics delivery, integrating reverse logistics on the basis of forward logistics delivery to research the process of simultaneous delivery and recovery. The nearest distance rules is proposed to distribute the customer nodes, so that the problem of multi-distribution centers can be transformed into a single distribution center problem. At the same time, considering feasible paths between nodes cannot be entirely guaranteed in real life, the model is proposed that nodes can be accessed multiple times but can only be served once. This paper employs the artificial bee colony algorithm to obtain the optimal vehicle path with the optimal total transportation cost. Finally, the validity and practical application value of both model and algorithm is verified with a numerical example.
AB - This paper aims at the situation that customers' recovery requirements have been seldom considered on the vehicle routing problem with multi-distribution centers in logistics delivery, integrating reverse logistics on the basis of forward logistics delivery to research the process of simultaneous delivery and recovery. The nearest distance rules is proposed to distribute the customer nodes, so that the problem of multi-distribution centers can be transformed into a single distribution center problem. At the same time, considering feasible paths between nodes cannot be entirely guaranteed in real life, the model is proposed that nodes can be accessed multiple times but can only be served once. This paper employs the artificial bee colony algorithm to obtain the optimal vehicle path with the optimal total transportation cost. Finally, the validity and practical application value of both model and algorithm is verified with a numerical example.
KW - artificial bee colony algorithm
KW - infeasible paths
KW - multi-distribution centers
KW - reverse logistics
KW - vehicle routing problem
UR - https://www.scopus.com/pages/publications/85046650841
U2 - 10.1109/ICSAI.2017.8248386
DO - 10.1109/ICSAI.2017.8248386
M3 - 会议稿件
AN - SCOPUS:85046650841
T3 - 2017 4th International Conference on Systems and Informatics, ICSAI 2017
SP - 750
EP - 755
BT - 2017 4th International Conference on Systems and Informatics, ICSAI 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Systems and Informatics, ICSAI 2017
Y2 - 11 November 2017 through 13 November 2017
ER -