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铁路集装箱空箱调运问题的遗传算法

段刚 张慧 陈莉 李引珍 刘永莉 陈志忠

铁道科学与工程学报2011,Vol.8Issue(3):110-115,6.
铁道科学与工程学报2011,Vol.8Issue(3):110-115,6.

铁路集装箱空箱调运问题的遗传算法

Genetic algorithm for railway empty container allocation problem

段刚 1张慧 2陈莉 3李引珍 1刘永莉 3陈志忠1

作者信息

  • 1. 兰州交通大学交通运输学院,甘肃兰州730070
  • 2. 兰州铁路局货运处,甘肃兰州730070
  • 3. 兰州城市学院数学学院,甘肃兰州730070
  • 折叠

摘要

Abstract

Empty container allocation problem was analyzed, according to railway transportation characteristic, and a genetic algorithm was designed to solve the kind of problem in the thesis. We employ integer matrix encoding. Crossover operation makes use of integer arithmetic for a linear combination of a pair of parents. The adjustment was also made in order to get feasible solution. Mutation operation adjusts transpotation quantity in rectangle circuit. At last the algorithm was tested by the true data of Lanzhou Railway Bureau container handling stations. Result indicates the high efficiency of the proposed algorithm. We also could get diverse optimal solution through the algorithm.

关键词

集装箱/空箱调运/遗传算法

Key words

container/ empty container allocation/ genetic algorithm

分类

交通工程

引用本文复制引用

段刚,张慧,陈莉,李引珍,刘永莉,陈志忠..铁路集装箱空箱调运问题的遗传算法[J].铁道科学与工程学报,2011,8(3):110-115,6.

基金项目

国家自然科学基金资助项目(60870008) (60870008)

教育部新世纪优秀人才支持计划资助项目(NCET-10-0017) (NCET-10-0017)

铁道科学与工程学报

OA北大核心CSCDCSTPCD

1672-7029

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