包含可观察性性能的规避机动多目标进化优化

Yu Dateng, Ya-zhong Luo, Jiang Zicheng, G. Tang
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引用次数: 1

摘要

本文采用多目标优化方法研究了考虑可观测性能的最优避轨问题。将可观测度定义为一种新的性能指标,该指标与相对状态估计的准确度呈负相关关系。建立了双目标优化模型,采用NSGA-II算法求解pareto最优解集。数值计算结果表明,该方法能有效、高效地反映各规避任务特征参数之间的关系。该方法为解决轨道逃避问题提供了新的思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-objective evolutionary optimization of evasive maneuvers including observability performance
This paper investigates optimal orbital evasion problem with considering observability performance by using a multi-objective optimization approach. The degree of observability is defined as a new performance index, which has a negative correlation with the accuracy degree of relative state estimation. A two-objective optimization model is then formulated and the NSGA-II algorithm is employed to obtain the Pareto-optimal solution set. The numerical results show that the proposed approach can effectively and efficiently demonstrate the relations among the evasive mission characteristic parameters. The proposed approach offers a novel view in solving orbital evasion problem.
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