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满足时间约束的物流配送网络设计
引用本文:赵海龙,孟昭鹏. 满足时间约束的物流配送网络设计[J]. 交通与计算机, 2005, 23(6): 92-94
作者姓名:赵海龙  孟昭鹏
作者单位:天津大学,天津,300072
摘    要:提出了对物流配送网络在时间上的需求,将问题抽象为能够描述具体情景的加权网络,结合图论中最短路算怯和问题中结点数目不变的约束条件设计了遗传算法,对问题作出了解答。在此基础上,对一个具体场景进行了算法仿真,得到了配送中心数目与服务质量关系的一般性结论,并且通过对收敛特性进行定性和定量的分析,验证了算法的有效性。

关 键 词:配送中心 配送网络 遗传算法 遗传操作 最短路算法 时间约束
收稿时间:2005-07-17
修稿时间:2005-11-03

Design of Logistics and Distribution Network Satisfying Time Constraint
ZHAO Hailong,MENG Zhaopeng. Design of Logistics and Distribution Network Satisfying Time Constraint[J]. Computer and Communications, 2005, 23(6): 92-94
Authors:ZHAO Hailong  MENG Zhaopeng
Abstract:Time requirement of the logistics and distribution network is raised and analyzed. Having abstracted the problem into a weighting network, which can describe special cases, this paper establishes a genetic algorithm according to shortest path algorithm in topology model and special constraint of constant node count. Moreover, an emulation experiment is designed to which the algorithm is applied. The experimental data illustrate relationship between number of distribution center and quality of service, and the convergent property of genetic algorithm is analyzed both qualitatively and quantitatively, which proves that the algorithm is valid and efficient.
Keywords:distribution center   distribution network   genetic algorithm   genetic operation  shortest path algorithm  time constraint
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