An integrated distribution routing model in multi-supply center system

被引:10
作者
Hwang, HS [1 ]
机构
[1] Kainan Univ, Dept Business, Taoyuan 338, Taiwan
关键词
vehicle routing problem; genetic algorithm; heuristics;
D O I
10.1016/j.ijpe.2004.05.012
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A distribution routing problem with time constraint is one of the important problems in distribution and supply center management. This research is concerned with an integrated distribution routing problem for multi-supply centers based on improved genetic algorithm and graphical user interface (GUI)-type programming. In this research, we proposed a method based on a three-step approach: in step I a sector clustering model is developed to transfer the multi-supply center problem to single supply center problems which are easier to be solved; in step 2 we developed a vehicle routing model with time constraints and in step 3 we developed a GA-TSP model which can improve the vehicle routing schedules. The objective of the problem is to minimize the logistic cost for a set of customers without being tardy or exceeding the capacity or travel time of the vehicles. For computational purpose, we developed a GUI-type computer program according to the proposed methods and the sample outputs show that the proposed method is very effective on a set of standard test problems, and it could be potentially useful in solving the distribution routing problems. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:136 / 142
页数:7
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