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

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。

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.