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Improved Chicken Swarm Optimization Method for Reentry Trajectory Optimization
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-01-31
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Reentry trajectory optimization has been researched as a popular topic because of its wide applications in both military and civilian use.
It is a challenging problem owing to its strong nonlinearity in motion equations and constraints.
Besides, it is a high-dimensional optimization problem.
In this paper, an improved chicken swarm optimization (ICSO) method is proposed considering that the chicken swarm optimization (CSO) method is easy to fall into local optimum when solving high-dimensional optimization problem.
Firstly, the model used in this study is described, including its characteristic, the nonlinear constraints, and cost function.
Then, by introducing the crossover operator, the principles and the advantages of the ICSO algorithm are explained.
Finally, the ICSO method solving the reentry trajectory optimization problem is proposed.
The control variables are discretized at a set of Chebyshev collocation points, and the angle of attack is set to fit with the flight velocity to make the optimization efficient.
Based on those operations, the process of ICSO method is depicted.
Experiments are conducted using five algorithms under different indexes, and the superiority of the proposed ICSO algorithm is demonstrated.
Another group of experiments are carried out to investigate the influence of hen percentage on the algorithm’s performance.
American Psychological Association (APA)
Wu, Yu& Yan, Bo& Qu, Xiangju. 2018. Improved Chicken Swarm Optimization Method for Reentry Trajectory Optimization. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1209166
Modern Language Association (MLA)
Wu, Yu…[et al.]. Improved Chicken Swarm Optimization Method for Reentry Trajectory Optimization. Mathematical Problems in Engineering No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1209166
American Medical Association (AMA)
Wu, Yu& Yan, Bo& Qu, Xiangju. Improved Chicken Swarm Optimization Method for Reentry Trajectory Optimization. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1209166
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209166