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基于遗传算法的舰载机保障流程研究 被引量:6

Research on Maintenance Support Schedule for Carrier Aircraft Based on Genetic Algorithm
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摘要 根据舰载机多机、多保障设备的特点,建立了机务保障模型。给出了遗传算法的流程。应用双层编码格式进行了个体编码,使遗传算法在可行解的基础上减少了搜索运算量,同时防止了群体规模过大。设计了选择、交叉和变异操作。结合具体实例进行了仿真计算。运行结果显示,方法可行,可以直观给出保障设备和飞机的保障流程方案,效果较好,验证了其在舰载机机务保障方案设计中的适用性。 Firstly, according to the situation of multi el was established. Secondly, the genetic algorithm flow aircrafts and multi devices, the maintenance support mod- chart and the coding method were presented, and the fit- ness function, the selection, the mutations and the crossover were all given out. Finally, the numerical example was given out. The result shows the proposed algorithm yields visual support program for aircrafts and devices, and the applicable of the algorithm.
出处 《科学技术与工程》 北大核心 2012年第35期9784-9787,共4页 Science Technology and Engineering
关键词 机务保障 舰载机 遗传算法 Maintenance support Carrier aircraft genetic algorithm
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