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

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3 Author(s)
Chun-Te Wu ; Dept. of Elec. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan ; Jin-Ping Tien ; Li, T.S.

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.

Published in:

Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on

Date of Conference:

14-17 Oct. 2012

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