Abstract：This paper presents a modified threeterm HS conjugate gradient algorithm with a new line search. This algorithm possesses the following properties. (1) The sufficient descent property is satisfied. (2) The global convergence for nonconvex functions is satisfied. (3) Our numerical results show that this algorithm is more effective than other analogous algorithms available in the literature.