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
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
