Design and Simulation of MATLAB-based Optimization of Fuzzy Control Parameters
Qu Dan
Abstract
Qu Dan
Abstract
A method is presented for control parameters self-optimization of fuzzy controller in order to obtain a optimal fuzzy controller.Based on MATLAB,the computer simulation is performed by using optimization toolbox,fuzzy logic toolbox and M function.The simulated results show that the algorithm is of good convergence and the dynamic characteristics can be improved.
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A method is presented for control parameters self-optimization of fuzzy controller in order to obtain a optimal fuzzy controller.Based on MATLAB,the computer simulation is performed by using optimization toolbox,fuzzy logic toolbox and M function.The simulated results show that the algorithm is of good convergence and the dynamic characteristics can be improved.
Key concepts: MATLAB, Toolbox, Fuzzy logic, Computer science, Control theory (sociology), Controller (irrigation), Fuzzy control system, Convergence (economics)