A Note on the Convergence Properties of the Original Three-term Hestenes-Stiefel Method

Published: Jan 1, 2012
Abstract
Recently, Zhang, Zhou and Li [Optim. Methods Softw., 22 (2007), pp. 697-711] proposed a three-term Hestenes-Stiefel (THS) nonlinear conjugate gradient method for optimization and proved its global convergence for strongly convex functions. In this note we further investigate the convergence properties of the THS method on convex optimization. We show that the THS method converges globally for convex functions with the strong Wolfe line search...
Paper Details
Title
A Note on the Convergence Properties of the Original Three-term Hestenes-Stiefel Method
Published Date
Jan 1, 2012
Journal
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