New Proposed Conjugate Gradient Method for Nonlinear Unconstrained Optimization

Salah G. Shareef(1) , Dlovan H. Omar(2)
(1) University of Zakho ,
(2) University of Zakho

Abstract

In this paper, we suggest a new conjugate gradient method for unconstrained optimization by using homotopy theory. Our suggestion algorithm satisfies the conjugacy and descent conditions. Numerical result shows that our new algorithm is better than the standard CG algorithm with respect to the NOI and NOF.

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Authors

Salah G. Shareef
juoz@uoz.edu.krd (Primary Contact)
Dlovan H. Omar
Author Biographies

Salah G. Shareef

Department of Mathematics, Faculty of Science, University of Zakho, Kurdistan Region – Iraq.

Dlovan H. Omar

Department of Mathematics, Faculty of Science, University of Zakho, Kurdistan Region – Iraq.

Shareef, S. G., & Omar, D. H. (2016). New Proposed Conjugate Gradient Method for Nonlinear Unconstrained Optimization. Science Journal of University of Zakho, 4(2), 248-252. https://sjuoz.uoz.edu.krd/index.php/sjuoz/article/view/357

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How to Cite

Shareef, S. G., & Omar, D. H. (2016). New Proposed Conjugate Gradient Method for Nonlinear Unconstrained Optimization. Science Journal of University of Zakho, 4(2), 248-252. https://sjuoz.uoz.edu.krd/index.php/sjuoz/article/view/357

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