New hybrid three-term spectral-conjugate gradient method for finding solutions of nonlinear monotone operator equations with applications

AB Abubakar, P Kumam, AH Ibrahim… - … and Computers in …, 2022 - Elsevier
In this paper, we present a new hybrid spectral-conjugate gradient (SCG) algorithm for
finding approximate solutions to nonlinear monotone operator equations. The hybrid …

Improved gradient descent iterations for solving systems of nonlinear equations

PS Stanimirović, BI Shaini, J Sabi'u, A Shah… - Algorithms, 2023 - mdpi.com
This research proposes and investigates some improvements in gradient descent iterations
that can be applied for solving system of nonlinear equations (SNE). In the available …

A one-parameter memoryless DFP algorithm for solving system of monotone nonlinear equations with application in image processing

N Ullah, A Shah, J Sabi'u, X Jiao, AM Awwal… - Mathematics, 2023 - mdpi.com
In matrix analysis, the scaling technique reduces the chances of an ill-conditioning of the
matrix. This article proposes a one-parameter scaling memoryless Davidon–Fletcher …

[PDF][PDF] Derivative-free method based on DFP updating formula for solving convex constrained nonlinear monotone equations and application

AM Awwal, P Kumam, K Sitthithakerngkiet… - AIMS …, 2021 - pdfs.semanticscholar.org
Derivative-free method based on DFP updating formula for solving convex constrained
nonlinear monotone equations and application Page 1 http://www.aimspress.com/journal/Math …

A unified convergence analysis of the derivative-free projection-based method for constrained nonlinear monotone equations

Y Ou, L Li - Numerical Algorithms, 2023 - Springer
In this paper, we propose a general framework that provides a unified convergence analysis
of the derivative-free projection-based method (DFPM) for solving large-scale constrained …

[HTML][HTML] An inertial conjugate gradient projection method for large-scale nonlinear equations and its application in the image restoration problems

G Yuan, C Liang, Y Li - Journal of King Saud University-Science, 2024 - Elsevier
Based on the acceleration effect of the inertial extrapolation technique on the convergence
of iterative sequences, the number of algorithms incorporating this technique has gradually …

A Scaled Dai–Yuan Projection-Based Conjugate Gradient Method for Solving Monotone Equations with Applications

A Althobaiti, J Sabi'u, H Emadifar, P Junsawang… - Symmetry, 2022 - mdpi.com
In this paper, we propose two scaled Dai–Yuan (DY) directions for solving constrained
monotone nonlinear systems. The proposed directions satisfy the sufficient descent …

[PDF][PDF] A new three-term conjugate gradient algorithm with modified gradient-differences for solving unconstrained optimization problems

J Guo, Z Wan - methods, 2023 - pdfs.semanticscholar.org
Unconstrained optimization problems often arise from mining of big data and scientific
computing. On the basis of a modified gradient-difference, this article aims to present a new …

A hybrid spectral projection-based method for solving monotone nonlinear systems and signal recovery

J Sabi'u, A Balili, M Alsubhi - Numerical Algorithms, 2024 - Springer
In this paper, we propose a hybrid spectral gradient algorithm for solving the constrained
nonlinear monotone systems with an application to signal recovery. The proposed algorithm …

Scaled three-term conjugate gradient methods for solving monotone equations with application

J Sabi'u, KO Aremu, A Althobaiti, A Shah - Symmetry, 2022 - mdpi.com
In this paper, we derived a modified conjugate gradient (CG) parameter by adopting the
Birgin and Mart i´ nez strategy using the descent three-term CG direction and the Newton …