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考虑供应不足的应急物流车辆路径优化模型及算法

程碧荣 赵晓波 秦进

计算机应用研究2016,Vol.33Issue(6):1682-1685,4.
计算机应用研究2016,Vol.33Issue(6):1682-1685,4.DOI:10.3969/j.issn.1001-3695.2016.06.018

考虑供应不足的应急物流车辆路径优化模型及算法

Optimization model and algorithm for emergency vehicle route with insufficiency supply

程碧荣 1赵晓波 2秦进3

作者信息

  • 1. 五邑大学 轨道交通学院,广东 江门 529020
  • 2. 中南大学 交通运输工程学院,长沙 410075
  • 3. 中南大学 交通运输工程学院,长沙 410075
  • 折叠

摘要

Abstract

The emergence resources are limited and the demands are uncertain in the critical period of the disaster.In order to improve the efficiency of the emergence logistics,the allocation of the emergence resources and the vehicle routing should be determined simultaneously.Based on the assumption of the stochastic demands were normal distributions,it developed the op-timal model of the emergence vehicle routing considering the stochastic demand,which objective function was to minimize the transportation costs and the costs caused by the supplies more or less than the actual demands,under the conditions of the time windows and load capacity.According to the characteristic of the model,this paper proposed the genetic algorithm to solve the model.The application shows that the method operates quickly and the results are rational,which can provide scientific basis for decision-making.

关键词

应急物流/车辆路径问题/供应不足/资源分配/时间窗/遗传算法

Key words

emergency logistics/vehicle routing problem/insufficiency supply/resource assignment/time window/genetic algorithm

分类

交通工程

引用本文复制引用

程碧荣,赵晓波,秦进..考虑供应不足的应急物流车辆路径优化模型及算法[J].计算机应用研究,2016,33(6):1682-1685,4.

基金项目

国家自然科学基金资助项目(71101155);湖南省自然科学基金资助项目(2015JJ2184);中南大学新教师研究基金资助项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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