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基于遗传算法的航空装备保障资源调度 被引量:10

Resource Scheduling of Aviation Equipment Support Based on Genetic Algorithm
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摘要 运用遗传算法研究航空装备保障的资源调度优化问题,将网格路径优化与航空装备保障的实际相结合,通过网络优化、需求评估和路径优化建立了合适的航空装备保障资源调度参考模型和动态资源调度实施方案。运用遗传算法对资源调度进行规划的过程中对初始种群的产生和变异操作进行了改进,并用实例证实了该方法的有效性。 The resource scheduling optimization of the aviation equipment support was studied by means of the genetic algorithm. The combination of the grid path optimization with the reality of aviation equipment support has resulted in the resource dispatching model of aviation equipment support and the dynamic resource scheduling project through requirement evaluation, network and path optimization. The creation of the initial population and the mutation operation were improved in the process of resource scheduling optimization while using genetic algorithm, the example shows that the method is effective.
出处 《兵工自动化》 2009年第11期24-26,32,共4页 Ordnance Industry Automation
基金 海军工程大学科研基金资助课题(HGDJJ060107)
关键词 装备保障 资源调度 遗传算法 Equipment support Resource scheduling Genetic algorithm
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