Original paper
An Efficient Hybrid Conjugate Gradient Method with the Strong Wolfe-Powell Line Search
Abstract
Conjugate gradient (CG) method is an interesting tool to solve optimization problems in many fields, such as design, economics, physics, and engineering. In this paper, we depict a new hybrid of CG method which relates to the famous Polak-Ribière-Polyak (PRP) formula. It reveals a solution for the PRP case which is not globally convergent with the strong Wolfe-Powell (SWP) line search. The new formula possesses the sufficient descent condition...
Paper Details
Title
An Efficient Hybrid Conjugate Gradient Method with the Strong Wolfe-Powell Line Search
Published Date
Jan 1, 2015
Volume
2015
Pages
1 - 7