A Nonlinear Integer Programming Model for Integrated Location, Inventory, and Routing Decisions in a Closed-Loop Supply Chain
Joint Authors
Guo, Hao
Li, Congdong
Zhang, Ying
Wang, Yu
Zhang, Chunnan
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-22
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
Facility location, inventory management, and vehicle routing are three important decisions in supply chain management, and location-inventory-routing problems consider them jointly to improve the performance and efficiency of today’s supply chain networks.
In this paper, we study a location-inventory-routing problem to minimize the total cost in a closed-loop supply chain that has forward and reverse logistics flows.
First, we formulate this problem as a nonlinear integer programming model to optimize facility location, inventory control, and vehicle routing decisions simultaneously in such a system.
Second, we develop a novel heuristic approach that incorporates simulated annealing into adaptive genetic algorithm to solve the model efficiently.
Last, numerical analysis is presented to validate our solution approach, and it also provides meaningful managerial insight into how to improve the closed-loop supply chain under study.
American Psychological Association (APA)
Guo, Hao& Li, Congdong& Zhang, Ying& Zhang, Chunnan& Wang, Yu. 2018. A Nonlinear Integer Programming Model for Integrated Location, Inventory, and Routing Decisions in a Closed-Loop Supply Chain. Complexity،Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1133345
Modern Language Association (MLA)
Guo, Hao…[et al.]. A Nonlinear Integer Programming Model for Integrated Location, Inventory, and Routing Decisions in a Closed-Loop Supply Chain. Complexity No. 2018 (2018), pp.1-17.
https://search.emarefa.net/detail/BIM-1133345
American Medical Association (AMA)
Guo, Hao& Li, Congdong& Zhang, Ying& Zhang, Chunnan& Wang, Yu. A Nonlinear Integer Programming Model for Integrated Location, Inventory, and Routing Decisions in a Closed-Loop Supply Chain. Complexity. 2018. Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1133345
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1133345