A MINRES-based Linesearch Algorithm for Nonconvex Optimization with Non-positive Curvature Detection

Hanfeng Zeng, Yang Liu, Wenqing Ouyang +1

We propose a MINRES-based Newton-type algorithm for solving unconstrained nonconvex optimization problems. Our approach uses the minimal residual method (MINRES), a well-known solv…