[PDF][PDF] A new parameter in three-term conjugate gradient algorithms for unconstrained optimization

AS Ahmed, HM Khudhur… - Indones. J. Electr. Eng …, 2021 - pdfs.semanticscholar.org
In this study, we develop a different parameter of three term conjugate gradient kind, this
scheme depends principally on pure conjugacy condition (PCC), Whereas, the conjugacy …

[PDF][PDF] A new variants of quasi-newton equation based on the quadratic function for unconstrained optimization

BA Hassan, WT Mohammed - Indonesian Journal of Electrical …, 2020 - researchgate.net
The focus for quasi-Newton methods is the quasi-Newton equation. A new quasi-Newton
equation is derived for quadratic function. Then, based on this new quasi-Newton equation …

[PDF][PDF] Modified three-term conjugate gradient algorithm and its applications in image restoration

YI Ibrahim, HM Khudhur - Indonesian Journal of Electrical …, 2022 - academia.edu
In image restoration, the goal is often to bring back a high-quality version of an image from a
lower-quality copy of it. In this article, we will investigate one kind of recovery issue, namely …

A new class of optimization methods based on coefficient conjugate gradient

Y Laylani, BA Hassan, HM Khudhur - European Journal of Pure and …, 2022 - ejpam.com
The coefficient conjugate serves as the foundation for many conjugate gradient methods.
The quadratic model is used to derive a novel coefficient conjugate in this study. Its global …

[PDF][PDF] A new quasi-newton equation on the gradient methods for optimization minimization problem

BA Hassan, M Ghada - Indonesian Journal of Electrical …, 2020 - researchgate.net
The quasi-Newton equation is the very foundation of an assortment of the quasi-Newton
methods for optimization minimization problem. In this paper, we deriving a new quasi …

A new type of step sizes for unconstrained optimization

BA Hassan, MS Younis, MW Taha… - Journal of Physics …, 2021 - iopscience.iop.org
Step sizes is very important for a global convergence gradient method for solving the
problems of unconstrained optimization. The new step sizes formulas techniques proposed …

[PDF][PDF] A new modification of the quasi-newton method for unconstrained optimization

HTS Chilmeran, HI Ahmed, ET Hamed… - Indonesian Journal of …, 2021 - researchgate.net
In this work we propose and analyze a hybrid conjugate gradient (CG) method in which the
parameter k β is computed as a linear combination between Hager-Zhang [HZ] and Dai-Liao …

[PDF][PDF] A variant of hybrid conjugate gradient methods based on the convex combination for optimization

BA Hassan, AO Owaid, ZT Yasen - Indonesian Journal of …, 2020 - researchgate.net
On some studies a conjugate parameter plays an important role for the conjugate gradient
methods. In this paper, a variant of hybrid is provided in the search direction based on the …

[PDF][PDF] New multi-step three-term conjugate gradient algorithms with inexact line searches

AY Al-Bayati, MMM Ali - Indonesian Journal of Electrical Engineering …, 2020 - academia.edu
This work suggests several multi-step three-term Conjugate Gradient (CG)-algorithms that
satisfies their sufficient descent property and conjugacy conditions. First, we considered (39) …

[PDF][PDF] Upscaling Parameters for Conjugate Gradient Method in Unconstrained Optimization

BA Hassan, HN Jabbar… - Journal of …, 2023 - … .s3.ap-south-1.amazonaws.com
An effective iterative technique, conjugate gradient algorithm is based on the conjugate
gradient parameters. By satisfying the conjugacy requirement, one may construct an …