基于遗传算法的军事物流运输计划

Military Logistics Transportation Plan Based on the Genetic Algorithm

摘要:

针对军事物流运输中车辆装载和车辆路径的组合问题进行研究,建立车辆装载和车辆路径组合问题的目标优化模型。通过改进遗传算法对模型求解,得到了较为满意的结果,可以在满足多车型多品种货物配送约束的条件下,实现运输车辆最少、车辆满载率高、车辆运输路径最短的目标。

Abstract:

Researching on the integration problem of motor vehicle loading and vehicle routing, in this paper, a multi-objec.tive optimization mathematic mode of the problem was established, then it was solved by improved genetic algorithm. Theresults demonstrated that this mode could satisfy the optimal loading of multi-category goods and multi-vehicle, reducethe logistics costs, obtain the optimal route of logistics.