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烟草物流配送路线问题的实例研究
Empirical study on distribution route of tobacco logistics
【摘要】 烟草物流配送问题可以抽象为车辆路径问题(VRP),本文根据烟草物流配送的特点,设计相应的用于解决带时间窗的VRP问题的遗传算法。将该算法应用于具体的烟草物流配送案例中,编程实现并测试分析。最终验证了该方法在解决实际的大规模复杂问题的优越性。
【Abstract】 The distribution route problem of tobacco logistics can be abstracted as Vehicle Routing Problem(VRP).A genetic algorithm solving VRPTW is proposed in this paper according to the features of tobacco logistics distribution.This algorithm is applied to the actual case of tobacco logistics distribution and is verified through programming.The verification result shows that the genetic algorithm can be sued to provide optimized distribution plan in complex large-scale problem.
【关键词】 烟草物流;
车辆路径问题;
遗传算法;
【Key words】 stobacco logistics; vehicle routing problem; genetic algorithms;
【Key words】 stobacco logistics; vehicle routing problem; genetic algorithms;
- 【文献出处】 上海管理科学 ,Shanghai Management Science , 编辑部邮箱 ,2014年06期
- 【分类号】F426.8;F252
- 【被引频次】6
- 【下载频次】173