Nonlinear Predictive Control of Mass Moment Aerospace Vehicles Based on Ant Colony Genetic Algorithm Optimization
Joint Authors
Zhang, Xiao-Yu
Xu, De-Xin
He, Kun-Peng
Li, Peng
Mao, Ben
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-10-22
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Based on the mathematical model of the mass moment aerospace vehicles (MMAV), a coupled nonlinear dynamical system is established by rational simplification.
The flight control system of MMAV is designed via utilizing nonlinear predictive control (NPC) approach.
Aiming at the parameters of NPC is generally used the trial-and-error method to optimize and design, a novel kind of NPC parameters optimization strategy based on ant colony genetic algorithm (ACGA) is proposed in this paper.
The method for setting NPC parameters with ACA in which the routes of ants are optimized by the genetic algorithm (GA) is derived.
And then, a detailed realized process of this method is also presented.
Furthermore, this optimization algorithm of the NPC parameters is applied to the flight control system of MMAV.
The simulation results show that the system not only meets the demands of time-response specifications but also has excellent robustness.
American Psychological Association (APA)
Zhang, Xiao-Yu& Li, Peng& Xu, De-Xin& Mao, Ben& He, Kun-Peng. 2013. Nonlinear Predictive Control of Mass Moment Aerospace Vehicles Based on Ant Colony Genetic Algorithm Optimization. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032414
Modern Language Association (MLA)
Zhang, Xiao-Yu…[et al.]. Nonlinear Predictive Control of Mass Moment Aerospace Vehicles Based on Ant Colony Genetic Algorithm Optimization. Mathematical Problems in Engineering No. 2013 (2013), pp.1-10.
https://search.emarefa.net/detail/BIM-1032414
American Medical Association (AMA)
Zhang, Xiao-Yu& Li, Peng& Xu, De-Xin& Mao, Ben& He, Kun-Peng. Nonlinear Predictive Control of Mass Moment Aerospace Vehicles Based on Ant Colony Genetic Algorithm Optimization. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032414
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1032414