This study proposes an efficient design method of time-varying gain type controller and its application to the positioning control of vibration systems. This method solves a time-varying Riccati equation and the responses of a controlled object simultaneously. Moreover, this study utilizes the random search technique for the tuning of the time-varying weights in the Riccati equation and realizes the efficient controller design under many control constraints.