Abstract: The mathematical model of the saccade oculomotor system is introduced and the parameters of this model are estimated by genetic algorithm. The result from simulating experiment indicates that genetic algorithm precisely calculates the parameter values in normal physiological condition. It is preliminarily tested and verified thereby that genetic algorithm is an effective method for estimating the parameters of the saccade oculomotor system.