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基于遗传算法的服装配送路径优化策略
Research on Clothing Distribution Routing Optimization Strategies Based on Genetic Algorithm
【摘要】 针对服装配送网络中的车辆路径优化问题,以路径最优和服装配送车辆消耗费用最低为目标,对服装配送车辆数目不确定的配送路径选择问题建立模型,并利用遗传算法对配送路径进行优化。最后以实例为研究对象,建立服装配送的模糊数学模型,并通过MATLAB对其进行模拟仿真,并验证算法的可行性和优越性,解决了服装配送路径优化的实际问题。
【Abstract】 In allusion to vehicle routing problem(VRP) in clothing distribution network,this paper establishes a model for distribution routing selection problem with an uncertain number of clothing distribution vehicles,aiming at optimal routing and minimum consumption costs of clothing distribution vehicles;optimizes the distribution routing by using genetic algorithm;finally establishes a fuzzy mathematical model of clothing distribution with a living example as the research object,conducts model simulation through MATLAB and verifies the feasibility and advantage of the algorithm,which solves the problem of clothing distribution routing optimization practically.
【Key words】 VRP; genetic algorithm; clothing distribution routing optimization; MATLAB simulation;
- 【文献出处】 浙江理工大学学报 ,Journal of Zhejiang Sci-Tech University , 编辑部邮箱 ,2013年02期
- 【分类号】TP301.6
- 【被引频次】12
- 【下载频次】358