Present the improved new conjugacy coefficient in conjuagte gradient  method with inexact line search. Theoretical proofs show that the new method fulfils sufficient descent condition if strong Wolfe-Powell inexact line search is used. Moreover, computational results show that our proposed method outperforms to other existing CG methods.