Performance Analysis of New Spectral and Hybrid Conjugate Gradient Methods for Solving Unconstrained Optimization Problems.

M Malik, M Mamat, SS Abas… - … International Journal of …, 2021 - search.ebscohost.com
The spectral and hybrid conjugate gradient methods are part of the conjugate gradient
methods. Conjugate gradient methods are among the iterative method for solving …

[PDF][PDF] A New Three-Term Conjugate Gradient Method for Unconstrained Optimization with Applications in Portfolio Selection and Robotic Motion Control.

M Malik, AB Abubakar, IM Sulaiman… - … Journal of Applied …, 2021 - researchgate.net
Three-term conjugate gradient method is one of the efficient method for solving
unconstrained optimization models. In this paper, we propose a new three-term conjugate …

The application of conjugate gradient method to motion control of robotic manipulators

IM Sulaiman, M Malik, W Giyarti, M Mamat… - Enabling Industry 4.0 …, 2022 - Springer
Many industrial and engineering problems are transformed into optimization problems and
solved using various numerical based methods. One of the frequently used method is the …

Modified spectral conjugate gradient iterative scheme for unconstrained optimization problems with application on COVID-19 model

F Novkaniza, M Malik, IM Sulaiman… - Frontiers in Applied …, 2022 - frontiersin.org
In this work, a new class of spectral conjugate gradient (CG) method is proposed for solving
unconstrained optimization models. The search direction of the new method uses the ZPRP …

A Modified Wei-Yao-Liu Conjugate Gradient Method for Unconstrained Optimization and Motion Control of Robotic Motion Manipulators

SN Alsuliman, NF Ibrahim… - Journal of Advanced …, 2024 - semarakilmu.com.my
The WYL-type conjugate gradient (CG) iterative formulas have been widely studied by
researchers because of their effective and robust algorithms as well as less memory …

A New Conjugate Gradient Parameter via Modification of Liu-Storey Formula for Optimization Problem and Image Restoration

SN Alsuliman, NF Ibrahim… - Journal of Advanced …, 2024 - semarakilmu.com.my
The conjugate gradient (CG) algorithms are one of the efficient numerical algorithms that are
characterized by simplicity and nice convergence properties. However, recent modification …

[PDF][PDF] Performance evaluation of a novel conjugate gradient method for training feed forward neural network

K Kamilu, M Sulaiman, A Muhammad… - Math. Model …, 2023 - researchgate.net
In this paper, we construct a new conjugate gradient method for solving unconstrained
optimization problems. The proposed method satisfies the sufficient decent property …

Global convergence condition for a new spectral conjugate gradient method for large-scale optimization

AH Sheekoo, GM al-Naemi - Journal of Physics: conference …, 2021 - iopscience.iop.org
The spectral conjugate gradient (SCG) method is an effective method to solve large-scale
nonlinear unconstrained optimization problems. In this work, a new spectral conjugate …

A new class of nonlinear conjugate gradient method for unconstrained optimization models and its application in portfolio selection

M Malik, IM Sulaiman, M Mamat, SS Abas… - Nonlinear Functional …, 2021 - koreascience.kr
In this paper, we propose a new conjugate gradient method for solving unconstrained
optimization models. By using exact and strong Wolfe line searches, the proposed method …

A variant of Dai-Yuan conjugate gradient method for unconstrained optimization and its application in portfolio selection

BA Hassan, M Malik, IM Sulaiman - J. Math. Comput. Sci., 2021 - scik.org
The quasi-Newton (QN) method are among the efficient variants of conjugate gradient (CG)
method for solving unconstrained optimization problems. The QN method utilizes the …