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公交车辆优化调度问题及其单亲遗传算法

姚纯 李茂军

计算机工程与科学2011,Vol.33Issue(11):75-79,5.
计算机工程与科学2011,Vol.33Issue(11):75-79,5.DOI:10.3969/j.issn.1007-130X.2011.11.014

公交车辆优化调度问题及其单亲遗传算法

The Public Transport Dispatching Problem and Its Partheno-Genetic Algorithm

姚纯 1李茂军1

作者信息

  • 1. 长沙理工大学电气与信息工程学院,湖南长沙410114
  • 折叠

摘要

Abstract

The bus scheduling problem is a typical combinatorial optimization problem. In this paper, combining with China's urban public transport scheduling model and considering both the interests of company and passengers, the bus service frequency optimization model is established with company in come satisfaction and passenger waiting satisfaction as the goals. Also a partheno-genetic algorithm for this model is designed. It introduces the random mutation step in individual reproduction, adding migra tion, reinsertion and other operations in intermediate sub-groups. Finally, this algorithm is verified by a concrete examples. The simulation results show the superiority of the algorithm.

关键词

单亲遗传算法/公交车调度/数学模型/变异步长/中间群体

Key words

partheno-genetic algorithm/ public transport dispatching/ mathematical model/ mutation step/intermediate group

分类

交通工程

引用本文复制引用

姚纯,李茂军..公交车辆优化调度问题及其单亲遗传算法[J].计算机工程与科学,2011,33(11):75-79,5.

计算机工程与科学

OA北大核心CSCDCSTPCD

1007-130X

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