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A Methodology to Exploit Profit Allocation in Logistics Joint Distribution Network Optimization
Joint Authors
Wang, Yong
Ma, Xiaolei
Xu, Maozeng
Wang, Likun
Wang, Yinhai
Liu, Yong
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-02
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Logistics joint distribution network (LJDN) optimization involves vehicle routes scheduling and profit allocation for multiple distribution centers.
This is essentially a combinational and cooperative game optimization problem seeking to serve a number of customers with a fleet of vehicles and allocate profit among multiple centers.
LJDN routing optimization based on customer clustering units can alleviate the computational complexity and improve the calculation accuracy.
In addition, the profit allocation mechanism can be realized based on cooperative game theory through a negotiation procedure by the Logistics Service Provider (LSP).
This paper establishes a model to minimize the total cost of the multiple centers joint distribution network when each distribution center is assigned to serve a series of distribution units.
An improved particle swarm optimization (PSO) algorithm is presented to tackle the model formulation by assigning distribution centers (DCs) to distribution units.
Improved PSO algorithm combines merits of PSO algorithm and genetic algorithm (GA) with global and local search capabilities.
Finally, a Shapley value model based on cooperative game theory is proposed to obtain the optimal profit allocation strategy among distribution centers from nonempty coalitions.
The computational results from a case study in Guiyang city, China, suggest the optimal sequential coalition of distribution centers can be achieved according to Strictly Monotonic Path (SMP).
American Psychological Association (APA)
Wang, Yong& Ma, Xiaolei& Xu, Maozeng& Wang, Likun& Wang, Yinhai& Liu, Yong. 2015. A Methodology to Exploit Profit Allocation in Logistics Joint Distribution Network Optimization. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1074830
Modern Language Association (MLA)
Wang, Yong…[et al.]. A Methodology to Exploit Profit Allocation in Logistics Joint Distribution Network Optimization. Mathematical Problems in Engineering No. 2015 (2015), pp.1-15.
https://search.emarefa.net/detail/BIM-1074830
American Medical Association (AMA)
Wang, Yong& Ma, Xiaolei& Xu, Maozeng& Wang, Likun& Wang, Yinhai& Liu, Yong. A Methodology to Exploit Profit Allocation in Logistics Joint Distribution Network Optimization. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-15.
https://search.emarefa.net/detail/BIM-1074830
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074830