[HTML][HTML] Projection method with inertial step for nonlinear equations: application to signal recovery

AH Ibrahim, P Kumam, M Sun… - Journal of Industrial …, 2022 - aimsciences.org
In this paper, using the concept of inertial extrapolation, we introduce a globally convergent
inertial extrapolation method for solving nonlinear equations with convex constraints for …

Accelerated derivative‐free method for nonlinear monotone equations with an application

A Hassan Ibrahim, P Kumam… - … Linear Algebra with …, 2022 - Wiley Online Library
In optimization theory, to speed up the convergence of iterative procedures, many
mathematicians often use the inertial extrapolation method. In this article, based on the three …

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 …

A derivative-free three-term Hestenes–Stiefel type method for constrained nonlinear equations and image restoration

A Hassan Ibrahim, P Kumam, BA Hassan… - … Journal of Computer …, 2022 - Taylor & Francis
In this paper, a derivative-free Hestenes–Stielfel type method is proposed to solve large-
scale nonlinear equations with convex constraints. The proposed method adopts the line …

[PDF][PDF] An efficient gradient-free projection algorithm for constrained nonlinear equations and image restoration

AH Ibrahim, P Kumam, AB Abubakar, UB Yusuf… - Aims Math, 2020 - aimspress.com
Motivated by the projection technique, in this paper, we introduce a new method for
approximating the solution of nonlinear equations with convex constraints. Under the …

Inertial derivative-free projection method for nonlinear monotone operator equations with convex constraints

AB Abubakar, P Kumam, AH Ibrahim - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, we propose an inertial derivative-free projection method for solving convex
constrained nonlinear monotone operator equations (CNME). The method incorporates the …

Derivative-free HS-DY-type method for solving nonlinear equations and image restoration

AB Abubakar, P Kumam, AH Ibrahim, J Rilwan - Heliyon, 2020 - cell.com
A derivative-free conjugate gradient algorithm for solving nonlinear equations and image
restoration is proposed. The conjugate gradient (CG) parameter of the proposed algorithm is …

PRP-like algorithm for monotone operator equations

AB Abubakar, P Kumam, H Mohammad… - Japan Journal of …, 2021 - Springer
Many studies have been devoted to develop and improve the iterative methods for solving
convex constraint nonlinear equations problem (CCP). Based on the projection technique …

A new three-term Hestenes-Stiefel type method for nonlinear monotone operator equations and image restoration

AB Abubakar, K Muangchoo, AH Ibrahim… - IEEE …, 2021 - ieeexplore.ieee.org
In this article, a derivative-free method of Hestenes-Stiefel type is proposed for solving
system of monotone operator equations with convex constraints. The method proposed is …

A method with inertial extrapolation step for convex constrained monotone equations

AH Ibrahim, P Kumam, AB Abubakar… - Journal of Inequalities and …, 2021 - Springer
In recent times, various algorithms have been incorporated with the inertial extrapolation
step to speed up the convergence of the sequence generated by these algorithms. As far as …