Article ID: | iaor200937810 |
Country: | Germany |
Volume: | 166 |
Issue: | 1 |
Start Page Number: | 73 |
End Page Number: | 90 |
Publication Date: | Feb 2009 |
Journal: | Annals of Operations Research |
Authors: | Lu Xiwen, Yuan Gonglin |
This paper gives a modified PRP method which possesses the global convergence of nonconvex function and the R-linear convergence rate of uniformly convex function. Furthermore, the presented method has sufficiently descent property and characteristic of automatically being in a trust region without carrying out any line search technique. Numerical results indicate that the new method is interesting for the given test problems.