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基于免疫算法的装备维修人员调配方法 被引量:4

Deployment Method of Equipment Maintenance Personnel Based on Immune Algorithm
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摘要 为提高维修人员维修工作安排合理性、时效性与人员作业量的均衡性,提出一种基于免疫算法的装备维修人员调配方法。对装备大修过程中维修人员调配问题进行分析,利用矩阵寻址和均衡度评判,采用改进免疫算法抗体的生成方式和评价标准,构建装备维修人员的调配优化方法,利用Matlab编程计算调配结果,并通过Flexsim软件仿真进行验证。仿真结果表明,该方法对装备维修效率的提高和人员作业量的均衡分配具有较好效果。 In order to improve the rationality, timeliness, and balance of the workload of maintenance personnel, an equipment maintenance personnel deployment method based on immune algorithm is proposed. Analyze the maintenance personnel deployment during equipment overhaul;optimization method for equipment maintenance personnel is constructed by using matrix addressing and equalization evaluation and improving immune algorithm antibody generation methods and evaluation criteria. The results of the deployment is calculated by using Matlab programming and verified by Flexsim software simulation. The simulation results show that the method has better effect on the improvement of equipment maintenance efficiency and the balanced distribution of personnel workload.
作者 张宏远 王志杰 胡紫城 张剑波 Zhang Hongyuan;Wang Zhijie;Hu Zicheng;Zhang Jianbo(Department of Command, Institute of NBC Defense, Beijing 102205, China;Brigade of Postgraduate, Institute of NBC Defense, Beijing 102205, China;Staff Department of Rocket Force, Beijing 100085, China;Security Department, No. 66325 Unit of PLA, Beijing 102200, China)
出处 《兵工自动化》 2019年第7期72-77,共6页 Ordnance Industry Automation
关键词 维修人员调配 免疫算法 Flexsim仿真 deployment of maintenance personnel immune algorithm Flexsim simulation
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