Title of article
A modified quadratic hybridization of Polak-Ribiere-Polyak and Fletcher-Reeves conjugate gradient method for unconstrained optimization problems
Author/Authors
Narayanan, Sindhu Department of Mathematics - University of Botswana, Botswana , Kaelo, P Department of Mathematics - University of Botswana, Botswana , Thuto, M.V Department of Mathematics - University of Botswana, Botswana
Pages
9
From page
177
To page
185
Abstract
This article presents a modified quadratic hybridization of the Polak–Ribiere–Polyak and Fletcher–Reeves conjugate gradient method for solving unconstrained optimization problems. Global convergence, with the strong Wolfe line search conditions, of the proposed quadratic hybrid conjugate gradient method is established. We also report some numerical results to show the competitiveness of the new hybrid method.
Keywords
Hybridization , conjugate gradient , Wolfe line search conditions , Global convergence
Journal title
International Journal of Optimization and Control: Theories and Applications
Serial Year
2017
Full Text URL
Record number
2588955
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