Enhanced Hybrid Differential Evolution for Earth-Moon Low-Energy Transfer Trajectory Optimization
Joint Authors
Wang, Maocai
Peng, Lei
Dai, Guangming
Zhang, Yanyun
Source
International Journal of Aerospace Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-03
Country of Publication
Egypt
No. of Pages
17
Abstract EN
It is known that the optimization of the Earth-Moon low-energy transfer trajectory is extremely sensitive with the initial condition chosen to search.
In order to find the proper initial parameter values of Earth-Moon low-energy transfer trajectory faster and obtain more accurate solutions with high stability, in this paper, an efficient hybridized differential evolution (DE) algorithm with a mix reinitialization strategy (DEMR) is presented.
The mix reinitialization strategy is implemented based on a set of archived superior solutions to ensure both the search efficiency and the reliability for the optimization problem.
And by using DE as the global optimizer, DEMR can optimize the Earth-Moon low-energy transfer trajectory without knowing an exact initial condition.
To further validate the performance of DEMR, experiments on benchmark functions have also been done.
Compared with peer algorithms on both the Earth-Moon low-energy transfer problem and benchmark functions, DEMR can obtain relatively better results in terms of the quality of the final solutions, robustness, and convergence speed.
American Psychological Association (APA)
Zhang, Yanyun& Peng, Lei& Dai, Guangming& Wang, Maocai. 2018. Enhanced Hybrid Differential Evolution for Earth-Moon Low-Energy Transfer Trajectory Optimization. International Journal of Aerospace Engineering،Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1167228
Modern Language Association (MLA)
Zhang, Yanyun…[et al.]. Enhanced Hybrid Differential Evolution for Earth-Moon Low-Energy Transfer Trajectory Optimization. International Journal of Aerospace Engineering No. 2018 (2018), pp.1-17.
https://search.emarefa.net/detail/BIM-1167228
American Medical Association (AMA)
Zhang, Yanyun& Peng, Lei& Dai, Guangming& Wang, Maocai. Enhanced Hybrid Differential Evolution for Earth-Moon Low-Energy Transfer Trajectory Optimization. International Journal of Aerospace Engineering. 2018. Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1167228
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1167228