Before revision:  According our numerical experiments, the new method is more robust and faster than the traditional optimization method such as the trust-region method and the line search method  .
After revision:  According our numerical experiments, the new method is more robust and faster than the traditional optimization method such as the trust-region method and the line search method . The computational time of the new method is about one percent of that of the trust-region method (the subroutine fminunc.m of the MATLAB2019a environment, it is set by the trust-region method) or one fifth of that the line search method (fminunc.m is set by the quasi-Newton method) for the large-scale problem. Finally, the global convergence analysis of the new method is also given .