An integrated algorithm for solving multi-customer joint replenishment problem with districting consideration

被引：9
|
作者：
Yao, Ming-Jong [1 ]
Lin, Jen-Yen [2 ]
Lin, Yu-Liang [1 ,3 ]
Fang, Shu-Cherng [3 ]
机构：
[1] Natl Chiao Tung Univ, Dept Transportat & Logist Management, Hsinchu 30010, Taiwan
[2] Natl Chiayi Univ, Dept Appl Math, Chiayi 60004, Taiwan
[3] North Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
来源：
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW | 2020年 / 138卷
关键词：
Joint replenishment; Districting problem; Genetic algorithm; DELIVERY; PROBABILITIES; FORMULATION; CROSSOVER; MUTATION;
D O I：
10.1016/j.tre.2020.101896
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
This paper studies a multi-customer joint replenishment problem with districting consideration (MJRPDC) which is of particular importance to a company that outsources its transportation and delivery operations to a third-party logistics (3PL) service provider. To solve the problem, we first propose an innovative search algorithm for solving the traditional multi-customer joint replenishment problem in a given zone. Then we design a GA-based framework to handle the corresponding districting problem based on the performance of each district evaluated by using the proposed search algorithm. The proposed methodologies are demonstrated by using an example of solving MJRPDC for a bank.
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页数：23
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