Then u can find Genetic Algorithm tuned PID codes in "plots_GA.m" for plotting and run every function scripts. All of these codes prepared with 2024a Matlab. Maybe for the run main blocks of the ...

The results of MATLAB simulation show that the improved genetic algorithm PID zero overshoot, short time lag, and fast response speed when the unit step signal and interference signal are input ...

Best approach is to do several trial-errors to find the best achievable PID control gains, then feed 30% below and above such numbers as Variable limits to the Genetic optimization algorithm to find ...

The dynamic mathematical model of stepper motor is built, the fuzzy control theory is combined with PID, the PID control parameters are adjusted in real time, and the genetic algorithm is used to ...

This paper presents a comparative study of Z-N method and Genetic Algorithm method (GA) to determine the optimal Proportional-Integral-Derivative (PID) controller parameters, for speed control of ...