This paper deals with using of genetic algorithm for optimalization of membership functions of fuzzy PI controller, which is obtained from linear PI controller. Application of fuzzy PI controller in control of simulation nonlinear model of hydraulic system with goal to solve problem tracking reference trajectories. Algorithm is coded in simulation language Matlab/Simulink, which is verified in control structure.
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