On-orbit long-range maneuver transfer via EDAs

Laihong Hu, F. Sun, Hualong Xu, Huaping Liu, Fengge Wu
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引用次数: 4

Abstract

Long-range maneuver transfer consumes the most fuel and time of the rendezvous process, and it is a multi-variable, multi-extremum optimization problem, which is difficult to solve using traditional optimization algorithms. This paper researched the mathematical model of long-range maneuver transfer of spacecraft with impulse thrust, and optimized the parameters of orbit transfer based on a class of novel stochastic optimization algorithms, estimation of distribution algorithms (EDAs) with minimum fuel-time consumption being the optimization objective, and compared with genetic algorithms (GAs). Simulation results showed that EDAs were effective method for solving long-range maneuver transfer.
通过EDAs进行在轨远程机动转移
远程机动转移是交会过程中消耗燃料和时间最多的问题,是一个多变量、多极值优化问题,传统的优化算法难以求解。研究了具有脉冲推力的航天器远程机动转移数学模型,基于一类新型随机优化算法,以燃料消耗最小为优化目标的分布估计算法(EDAs)对轨道转移参数进行了优化,并与遗传算法(GAs)进行了比较。仿真结果表明,eda是解决远程机动转移问题的有效方法。
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