Analysis of Limited-Memory BFGS on a Class of Nonsmooth Convex Functions

Azam Asl, Michael L. Overton

The limited memory BFGS (L-BFGS) method is widely used for large-scale unconstrained optimization, but its behavior on nonsmooth problems has received little attention. L-BFGS can…