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区间数型多式联运路线优化问题的混合遗传算法*
引用本文:井祥鹤,商文忠,贺菁,严贞霓.区间数型多式联运路线优化问题的混合遗传算法*[J].计算机应用研究,2009,26(6):2062-2065.
作者姓名:井祥鹤  商文忠  贺菁  严贞霓
作者单位:1. 防空兵指挥学院,防空导弹系,郑州,450052
2. 西安建筑科技大学,信息与控制工程学院,西安,710000
基金项目:国家重点实验室基金资助项目(9140C610304060C61)
摘    要:多式联运路线优化问题直接关系到货物运输的费用、时间和运输质量。首先分析了多式联运路线优化问题的数学模型及虚拟运输网络图;其次,将区间数排序的思想引入适应度函数的设计中,提出了一种求解区间数型多式联运路线优化问题的混合型遗传算法,给出了染色体编码、遗传算子设计、约束判断与调整及群体多样性控制的方法;最后用示例对算法的有效性进行了验证,算法的提出可为多式联运经营者的决策提供数据参考。

关 键 词:多式联运  路线优化  混合遗传算法  区间数

Hybrid genetic algorithm for interval route optimization problem in multimodal transport
JING Xiang he,SHANG Wen zhong,HE Jing,YAN Zhen ni.Hybrid genetic algorithm for interval route optimization problem in multimodal transport[J].Application Research of Computers,2009,26(6):2062-2065.
Authors:JING Xiang he  SHANG Wen zhong  HE Jing  YAN Zhen ni
Affiliation:1.Dept.of Anti-craft Missile;Air Defense Command College;Zhengzhou 450052;China;2.School of Information & Control Engineering;Xi'an University of Architecture & Technology;Xi'an 710000;China
Abstract:Route optimization problem in multimodal transport directly influences the freightage cost, freightage time and freightage quality. Firstly,analyzed the mathematics model and virtual transport network for interval route optimization problem in multimodal transport.Secondly,introduced the sequencing method for interval data into the design of fitness function, and presented a hybrid genetic algorithm for solving interval route optimization problem in multimodal transport.It also proposed the design of chromosome coding, genetic operators, restriction controlling method and population diversity controlling method.Finally,convinced the effectiveness of the hybrid genetic algorithm by the computational results of an example. The algorithm is valuable for multimodal transport.
Keywords:multimodal transport  route optimization problem  hybrid genetic algorithm  interval data
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