Improved Hybrid Fireworks Algorithm-Based Parameter Optimization in High-Order Sliding Mode Control of Hypersonic Vehicles
Joint Authors
Wang, Yongji
Wei, Xing
Yin, Xiaomeng
Liu, Lei
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-03-04
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
With respect to the nonlinear hypersonic vehicle (HV) dynamics, achieving a satisfactory tracking control performance under uncertainties is always a challenge.
The high-order sliding mode control (HOSMC) method with strong robustness has been applied to HVs.
However, there are few methods for determining suitable HOSMC parameters for an efficacious control of HV, given that the uncertainties are randomly distributed.
In this study, we introduce a hybrid fireworks algorithm- (FWA-) based parameter optimization into HV control design to satisfy the design requirements with high probability.
First, the complex relation between design parameters and the cost function that evaluates the likelihood of system instability and violation of design requirements is modeled via stochastic robustness analysis.
Subsequently, we propose an efficient hybrid FWA to solve the complex optimization problem concerning the uncertainties.
The efficiency of the proposed hybrid FWA-based optimization method is demonstrated in the search of the optimal HV controller, in which the proposed method exhibits a better performance when compared with other algorithms.
American Psychological Association (APA)
Yin, Xiaomeng& Wei, Xing& Liu, Lei& Wang, Yongji. 2018. Improved Hybrid Fireworks Algorithm-Based Parameter Optimization in High-Order Sliding Mode Control of Hypersonic Vehicles. Complexity،Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1136511
Modern Language Association (MLA)
Yin, Xiaomeng…[et al.]. Improved Hybrid Fireworks Algorithm-Based Parameter Optimization in High-Order Sliding Mode Control of Hypersonic Vehicles. Complexity No. 2018 (2018), pp.1-16.
https://search.emarefa.net/detail/BIM-1136511
American Medical Association (AMA)
Yin, Xiaomeng& Wei, Xing& Liu, Lei& Wang, Yongji. Improved Hybrid Fireworks Algorithm-Based Parameter Optimization in High-Order Sliding Mode Control of Hypersonic Vehicles. Complexity. 2018. Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1136511
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1136511