Table 1. Genetic algorithm setup and simulation configuration

Parameter Setting
Search variable range Kp ∈ [0.9,2.0], Ki ∈ [0.8,2.0], Kd ∈ [0.00,0.06]
Population size 30
Maximum generations 50
Crossover rate 0.8
Mutation rate 0.1
Simulation method Performance evaluation based on the average RMS over 10 Monte Carlo simulation runs
RMS, root mean square.