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基于NSGA-II 算法的上面级转移轨道中途修正时机优化
引用本文:张利宾,史晓宁,崔乃刚. 基于NSGA-II 算法的上面级转移轨道中途修正时机优化[J]. 控制与决策, 2011, 26(9): 1382-1385
作者姓名:张利宾  史晓宁  崔乃刚
作者单位:哈尔滨工业大学航天学院,哈尔滨,150001
基金项目:

国家自然科学基金

摘    要:设计了一种基于NSGA—Ⅱ的中途修正时机优化算法.基于上面级运动方程和Lambert远程变轨,通过算例验证了中途修正的必要性,确定了修正策略.引入NSGA—Ⅱ算法,对中途修正的目标函数进行优化,得到了修正时刻的最优解集.结果表明,该算法得到的修正时机优化Pareto最优解集完整且分布均匀,中途修正效果很好.

关 键 词:上面级  转移轨道  中途修正  多目标优化:遗传算法
收稿时间:2010-06-28
修稿时间:2010-08-10

Research on optimization of midcourse correction time points of upper
stage transfer orbit via NSGA-II
ZHANG Li-bin,SHI Xiao-ning,CUI Nai-gang. Research on optimization of midcourse correction time points of upper
stage transfer orbit via NSGA-II[J]. Control and Decision, 2011, 26(9): 1382-1385
Authors:ZHANG Li-bin  SHI Xiao-ning  CUI Nai-gang
Affiliation:ZHANG Li-bin,SHI Xiao-ning,CUI Nai-gang School of Astronautics,Harbin Institute of Technology,Harbin 150001,China.
Abstract:

This paper presents a multi-objective optimization algorithm for midcourse correction via the modified non-
dominated sorting genetic algorithm(NSGA-II). By using the motion equations of upper stage and the solution method of
Lambert problem, the need of midcourse correction is validated and the correction scheme is determined by comparing the
results of an example. The NSGA-II is introduced for the multi-objective optimization model of midcourse correction, and
the optimal solution set is obtained. The good correction results show that the NSGA-II algorithm can completely produce
the Pareto optimal solution set which is uniform distribution.

Keywords:upper stage  transfer orbit  midcourse correction  multi-objective optimization  genetic algorithm  
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