Based on the DL conjugate gradient method, a class of modified DL conjugate gradient method is proposed to solve unconstrained optimization problems. Compared with DL conjugate gradient method, the given method has a better property that search direction possesses the sufficient descent condition under the stonger Wolfe line seach. This paper proves the global convergence of the given method under the stonger Wolfe line seach.