节点文献
车辆路径问题中的遗传算法设计
Genetic Algorithm Design and Application on Vehicle Routing Problem
【摘要】 车辆路径问题在物流管理的研究中受到大量关注。但由于车辆路径问题是一个NP hard问题 ,使用传统优化方法很难得到最优解或满意解。这里使用改进的交叉算子和遗传算子 ,设计了基于自然数编码的遗传算法 ,求解车辆路径问题 ,获得了良好的效果。
【Abstract】 In logistic management research, vehicle routing problem has gained a lot of attention. However, as a NP hard problem, vehicle routing problem is hard to draw a satisfactory conclusion by using traditional optimal algorithm. This paper uses a improved crossover and genetic operator, designs a nature number based genetic algorithm, uses them to solve this problem and has a good result.
【关键词】 物流管理系统;
遗传算法;
车辆路径问题;
【Key words】 logistic management system; genetic algorithm; vehicle routing problem;
【Key words】 logistic management system; genetic algorithm; vehicle routing problem;
- 【文献出处】 东华大学学报(自然科学版) ,Journal of Donghua University,Natural Science , 编辑部邮箱 ,2002年01期
- 【分类号】O221
- 【被引频次】160
- 【下载频次】1781