This paper studied the quadratic optimal control for a class of discrete linear switched systems with switched time and fixed switched number. By using the discrete dynamic programming principle, a multistage decision process was disintegrated into a series of single decision processes, which was easy to find feasible solutions, and the optimal control sequence and the optimal switched sequence were given. Finally, a numerical example was given to illustrate the effectiveness of the proposed approach.