Research Article

The Global Convergence of a Modified BFGS Method under Inexact Line Search for Nonconvex Functions

Algorithm 1

Algorithm MBFGS.
Step 0: given a point , constants , and an symmetric positive-definite matrix , set .
Step 1: stop if .
Step 2: obtain a search direction by solving
Step 3: calculate using the inequalities (11) and (12).
Step 4: set .
Step 5: if holds, then let , , and go to Step 7; otherwise, go to Step 6.
Step 6: let be defined by (15), , and .
Step 7: update using formula (10).
Step 8: let , and go to Step 1.