This paper addresses the guaranteed cost control problem of jump linear systems with norm bounded uncertain parameters. A time-multiplied performance index is considered. The performance is first calculated and an LMI based algorithm is developed to design a state feedback control law with constant gain matrices which robustly stabilizes the system in the mean-square quadratically stable sense.