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Parcel Locker Location Based on a Bilevel Programming Model.

Authors :
Yang, Gege
Huang, Yin
Fu, Ying
Huang, Biao
Sheng, Sishi
Mao, Lisha
Huang, Shumin
Xu, Yan
Le, Jia
Ouyang, Yun
Yin, Qian
Source :
Mathematical Problems in Engineering. 8/19/2020, p1-12. 12p.
Publication Year :
2020

Abstract

In order to improve delivery network efficiency and to solve consumer satisfaction problems, parcel locker location optimisation scheme is proposed based on the delivery demand under the e-commerce environment. In this paper, a bilevel programming (BLP) model is established to identify the optimal location for parcel lockers by considering benefits of consumers and logistics planning departments. The upper-level model is to determine the optimal location by minimising the planners' cost, and the lower one gives an equilibrium demand distribution by minimising the consumers' pick-up cost. On the special form of constraints, a bilevel genetic algorithm is proposed based on GIS data and a genetic algorithm. Finally, a numerical example is employed to demonstrate the application of the method, which indicates that the model can solve the problem of parcel locker location. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1024123X
Database :
Academic Search Index
Journal :
Mathematical Problems in Engineering
Publication Type :
Academic Journal
Accession number :
145196682
Full Text :
https://doi.org/10.1155/2020/5263689