Integration of DNA and Real Coded GA for the design of PID-like fuzzy controllers

Chun Te Wu, Jin Ping Tien, Tzuu-Hseng S. Li

研究成果: Conference contribution

5 引文 斯高帕斯(Scopus)

摘要

In this paper, a novel computing methodology called DNA-RGA computing algorithm, which combines the characteristics of DNA and Real Coded Genetic algorithm, is proposed to design fuzzy controller and to improve the performance of systems. In order to explore the major merit of DNA-RGA computing algorithm in the field of control systems, this paper presents a variable PID-like fuzzy controller design based on aforementioned methodology to attain the proper types of controllers, such as P-like, PD-like, PI-like, or PID-like fuzzy controllers, corresponding to different plants. Finally, the simulation results demonstrate the validity and feasibility of the proposed methodology.

原文English
主出版物標題Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012
頁面2809-2814
頁數6
DOIs
出版狀態Published - 2012 十二月 1
事件2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012 - Seoul, Korea, Republic of
持續時間: 2012 十月 142012 十月 17

出版系列

名字Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN(列印)1062-922X

Other

Other2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012
國家Korea, Republic of
城市Seoul
期間12-10-1412-10-17

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

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  • 引用此

    Wu, C. T., Tien, J. P., & Li, T-H. S. (2012). Integration of DNA and Real Coded GA for the design of PID-like fuzzy controllers. 於 Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012 (頁 2809-2814). [6378174] (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2012.6378174