This paper makes a comparison between the results of controlling the double inverted pendulum system with the optimization control of LQY, variable structure control and fuzzy control, discusses the design method of this typical non-linear unsteady controller in theory, and simultaneously points out the advantages and disadvantages of these three controls through digital simulations.