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基于子目标进化的高维多目标优化算法 被引量:3
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作者 雷宇曜 姜文志 +1 位作者 刘立佳 马向玲 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2015年第10期1910-1917,共8页
多目标优化问题是工程应用中的常见问题,已有的方法在解决3个目标以上的高维优化问题时效果欠佳.如何进行有效的个体选择是求解高维多目标优化问题的关键.针对该问题,提出了求解高维多目标优化问题的子目标进化算法.从理论上证明了多目... 多目标优化问题是工程应用中的常见问题,已有的方法在解决3个目标以上的高维优化问题时效果欠佳.如何进行有效的个体选择是求解高维多目标优化问题的关键.针对该问题,提出了求解高维多目标优化问题的子目标进化算法.从理论上证明了多目标优化问题Pareto非支配解的求取,可通过子目标函数值排序,先行选择进化种群中部分非支配解;然后,根据排序信息有选择性地比较进化种群中的元素,减少了比较次数,从而快速获得非支配解集.同时,提出归一化函数差值的Minkowski距离"k近邻"距离计算方法,在进化过程中应用到密度函数中,加速了收敛速度.同当前求解高维多目标优化的算法,在对标准测试函数的计算性能上进行比较,统计结果显示了所提算法在性能上的优势. 展开更多
关键词 高维多目标优化 子目标进化算法 Pareto非支配解集 Minkowski距离 遗传算法
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Design and optimization in multiphase homing trajectory of parafoil system 被引量:2
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作者 高海涛 陶金 +1 位作者 孙青林 陈增强 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第6期1416-1426,共11页
In order to realize safe and accurate homing of parafoil system,a multiphase homing trajectory planning scheme is proposed according to the maneuverability and basic flight characteristics of the vehicle.In this scena... In order to realize safe and accurate homing of parafoil system,a multiphase homing trajectory planning scheme is proposed according to the maneuverability and basic flight characteristics of the vehicle.In this scenario,on the basis of geometric relationship of each phase trajectory,the problem of trajectory planning is transformed to parameter optimizing,and then auxiliary population-based quantum differential evolution algorithm(AP-QDEA)is applied as a tool to optimize the objective function,and the design parameters of the whole homing trajectory are obtained.The proposed AP-QDEA combines the strengths of differential evolution algorithm(DEA)and quantum evolution algorithm(QEA),and the notion of auxiliary population is introduced into the proposed algorithm to improve the searching precision and speed.The simulation results show that the proposed AP-QDEA is proven its superior in both effectiveness and efficiency by solving a set of benchmark problems,and the multiphase homing scheme can fulfill the requirement of fixed-points and upwind landing in the process of homing which is simple in control and facile in practice as well. 展开更多
关键词 parafoil system multiphase homing trajectory design and optimization differential evolution algorithm (DEA) quantum evolution algorithm (QEA) auxiliary population
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