Multi-UAV cooperative avoid control model is built, and a predictive control algorithm based on Nash optimality distributed model is proposed. The simulation results show that the proposed algorithm method can make the UAV avoid obstacle effectively. In addition, the calculation of proposed algorithm is reduced enormously, consequently the running time of optimal control is shortened, and the real time of multi-UAV cooperative avoid control system is enhanced.