ScienceAsia 42(2016): 146-149 |doi:
Global convergence of the original Liu-Storey conjugate gradient method
ABSTRACT: The original Liu-Storey (LS) method is one of the most effective nonlinear conjugate gradient methods for solving unconstrained optimization problems. Its global convergence is only obtained by using some descent backtracking line searches, which can force the original LS method to generate the sufficient descent direction at each iteration. In this paper, we prove the global convergence of the original LS method with a non-declining backtracking line search.
|College of General Education, Chongqing College of Electronic Engineering, Chongqing 401331 China
* Corresponding author, E-mail: email@example.com
Received 28 Dec 2015, Accepted 23 Mar 2016