Abstract: A new hybrid conjugate gradient method for unconstrained optimization is presented by combining DY method with HS method in this paper,and the global convergence and descent property of the method are given under the weak Wolfe line search without the hypothesis of sufficient descent.The efficiency of the new method is proved by the numerical result.