Robust flight control system design using H loop-shaping and recessive trait crossover genetic algorithm

A. A. El-Mahallawy, H. A. Yousef, M. I. El-Singaby, A. A. Madkour, A. M. Youssef

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

A proposed approach to robust controller design is introduced. This approach combines the recessive trait crossover genetic algorithm with the loop-shaping design procedure using H synthesis. The requirements, design and simulation of a flight control system for precision tracking task are considered. The proposed method is applied to design a control system for the F-16 fighter aircraft model. The flight simulations reveal that the desired performance objectives are achieved and that the controller provides acceptable performance in spite of modeling errors and plant parameter variations.

Original languageEnglish
Pages (from-to)169-174
Number of pages6
JournalExpert Systems with Applications
Volume38
Issue number1
DOIs
Publication statusPublished - Jan 2011

Fingerprint

Flight control systems
Genetic algorithms
Systems analysis
Aircraft models
Controllers
Control systems

Keywords

  • Control augmentation system
  • Flight simulations
  • H loop-shaping
  • Recessive trait crossover genetic algorithm

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Engineering(all)

Cite this

Robust flight control system design using H loop-shaping and recessive trait crossover genetic algorithm. / El-Mahallawy, A. A.; Yousef, H. A.; El-Singaby, M. I.; Madkour, A. A.; Youssef, A. M.

In: Expert Systems with Applications, Vol. 38, No. 1, 01.2011, p. 169-174.

Research output: Contribution to journalArticle

El-Mahallawy, A. A. ; Yousef, H. A. ; El-Singaby, M. I. ; Madkour, A. A. ; Youssef, A. M. / Robust flight control system design using H loop-shaping and recessive trait crossover genetic algorithm. In: Expert Systems with Applications. 2011 ; Vol. 38, No. 1. pp. 169-174.
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