Based on CD method，this paper proposes a modified CD conjugate gradient method (MCD method)，the search direction generated by this algorithm is sufficiently descent direction and this property is nothing to do with the used line search method，and under certain condition，the solution to the global convergence of nonconvexoptimization problem based on Wolfe line searching is proved.