| 基于遗传算法的装备维修任务规划 |
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| 引用本文： | 刘文宝,王少华,孟祥辉,陈武.基于遗传算法的装备维修任务规划[J].兵工自动化,2010,29(11):23-26. |
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| 作者姓名： | 刘文宝 王少华 孟祥辉 陈武 |
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| 作者单位： | 装甲兵工程学院,技术保障工程系,北京,100072;装甲兵工程学院,技术保障工程系,北京,100072;装甲兵工程学院,技术保障工程系,北京,100072;装甲兵工程学院,技术保障工程系,北京,100072 |
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| 摘 要： | 针对装备维修任务规划的特点,构建基于遗传算法的维修任务规划策略。结合装备维修工序,对维修任务规划进行分析,建立了以作业总维修工时最短为目标函数的维修保障任务规划数学模型。在此基础上,构建了求解任务规划模型的遗传算法,并对算法的实现规则进行了详细分析,确保了模型的有效性和收敛性。最后,以4台装备5个修理组为例,验证了该方法的有效性。结果表明,该算法能确保模型的有效性和收敛性,模型能有效处理装备维修任务规划问题,下一步将对算法作进一步的改进和完善。
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| 关 键 词： | 维修保障任务 装备维修 遗传算法 |
| 收稿时间： | 2013/1/8 0:00:00 |
Equipment Maintenance Mission Programming Based on Genetic Algorithm |
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| Liu Wenbao,Wang Shaohua,Meng Xianghui,Chen Wu.Equipment Maintenance Mission Programming Based on Genetic Algorithm[J].Ordnance Industry Automation,2010,29(11):23-26. |
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| Authors: | Liu Wenbao Wang Shaohua Meng Xianghui Chen Wu |
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| Affiliation: | Liu Wenbao,Wang Shaohua,Meng Xianghui,Chen Wu(Dept.of Technology Support Engineering,Academy of Armored Force Engineering,Beijing 100072,China) |
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| Abstract: | Constructed a maintenance mission programming strategy based on genetic algorithm,according to the feature of mission programming of equipment maintenance.Combined with equipment maintenance procedure,the maintenance mission planning is analyzed,and then a maintenance support mission programming mathematic model which aims to minimizing the overall maintenance time is proposed.Based on the model,a genetic algorithm is designed and the actual rules of the algorithm are analyzed in detail,thus guaranteed the ... |
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| Keywords: | maintenance support mission equipment maintenance genetic algorithm |
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