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This paper designs controller to stabilization of the pendulum on the flexible base using two actuators. The LQ optimal control is used to stabilize the pendulum and to reduce the vibration. Then, the nonlinear optimal control by solving state dependent Riccati equation (SDRE) is used to swing-up and to stabilize the pendulum. The effectiveness is verified through the simulation.