Abstract: In this paper, we consider output-tracking problem for MISO stochastic system whose mathematical model is unknown or partly unknown. In modern control theory, the system model is necessary for designing the control law, but it is almost impossible to find an exact model. Thus direct adaptive control is used to solve this problem. The stability of system is analyzed, and weak convergence condition for output tracking is given. At last, simulation example is presented.