Abstract: In this paper, we propose and analyze a new non-monotone pattern search method for unconstrained optimization problems. Actually, we combined a new strategy of non-monotone technique with the traditional pattern search method. Then some properties of the new algorithm are analyzed. Theoretical analysis shows that the new proposed method has a global convergence under some mild conditions.