SUMMARY
Various semi‐active control methods have been proposed for vibration control of civil structures. In contrast to active vibration control systems, all semi‐active control systems are essentially asymptotically stable because of the stability of general structural systems with structural damping and the energy dissipative nature of the semi‐active control itself. In this study, by utilizing the aforementioned property on the stability of semi‐active control systems, a structural model for the semi‐active control design and a model‐based semi‐active control law are simultaneously designed so that the control performance of the resulting semi‐active control system becomes good. The model for the control system design is assumed to be a linear parameter varying model with adjustable structural design parameters. The semi‐active control law is based on the one step ahead prediction of the structural response of the designed model for the control system design. A genetic algorithm is adopted to obtain design parameters in the model for the control system design and the semi‐active control law. Those design parameters are optimized so that the closed‐loop system with the detailed dynamic model that accurately approximates the dynamic behavior of the real structural system and the semi‐active control law obtained with the model for the control system design. The effectiveness of the present approach is shown with a simulation study. Copyright © 2013 John Wiley & Sons, Ltd.