遗传算法和拍卖算法在任务分配中的性能比较

发布时间：2018-01-09 00:27

本文关键词：遗传算法和拍卖算法在任务分配中的性能比较　出处：《电光与控制》2016年02期 　论文类型：期刊论文

【摘要】：针对超视距空战中的目标分配问题,从攻击的角度建立我方导弹对敌方飞机的攻击优势模型;从防御的角度建立敌方飞机对我方飞机的威胁模型;根据飞机的作战能力建立飞机的作战效能模型。根据敌方飞机的种类和作战性能,运用上述3种模型建立总体的任务分配模型,根据不同的作战方案分别采用遗传算法和拍卖算法对分配模型进行优化求解。通过比较两种算法的分配结果,总结出各自的优缺点以及适用范围,为今后应用提供参考。仿真结果表明:针对不同的作战方案,选用合理的优化算法能更好地完成作战任务。
[Abstract]:Aiming at the problem of target assignment in over-the-horizon air combat, an attack advantage model of our missile against enemy aircraft is established from the point of view of attack. The threat model of enemy aircraft to our aircraft is established from the angle of defense. According to the combat capability of the aircraft, the combat effectiveness model of the aircraft is established. According to the types and operational performance of the enemy aircraft, the overall task allocation model is established by using the above three models. Genetic algorithm and auction algorithm are used to optimize the allocation model according to different operational schemes. By comparing the allocation results of the two algorithms, the advantages and disadvantages of the two algorithms and the scope of application are summarized. The simulation results show that the reasonable optimization algorithm can better accomplish the combat tasks according to different operational schemes.
【作者单位】：北京航空航天大学自动化科学与电气工程学院;中国航空工业集团公司洛阳电光设备研究所;
【基金】：国家自然科学基金(61273349;61175109;61203223) 航空科学基金(2011ZC13001)
【分类号】：E844;TP18
【正文快照】： 0引言随着网络化的推进以及战斗机的发展,未来空战模式已不是单机对单机的近距格斗,而是在预警机或地面站的指挥下,各战斗机相互协同的超视距空战。国内外针对超视距空战中的任务分配研究较多。文献[1-2]主要介绍了空战中多任务分配的基本理论以及多目标攻击的战术决策问题;文

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