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 …

[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 …

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 …

[HTML][HTML] A three-term Polak-Ribière-Polyak derivative-free method and its application to image restoration

AH Ibrahim, J Deepho, AB Abubakar, A Adamu - Scientific African, 2021 - Elsevier
In this paper, a derivative-free method for solving convex constrained nonlinear equations
involving a monotone operator with a Lipschitz condition imposed on the underlying …

A new black box method for monotone nonlinear equations

AH Ibrahim, M Kimiaei, P Kumam - Optimization, 2023 - Taylor & Francis
This paper discusses a new derivative-free line search method for nonlinear monotone
equations. It uses a derivative-free direction based on Dai–Liao method, along which an …

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 …

A three-term inertial derivative-free projection method for convex constrained monotone equations

S Noinakorn, AH Ibrahim, AB Abubakar… - Nonlinear …, 2021 - nfaa.kyungnam.ac.kr
Abstract Let Rn be an Euclidean space and g: R^ n→ R^ n be a monotone and continuous
mapping. Suppose the convex constrained nonlinear monotone equation problem x∈ C st g …

A descent three-term derivative-free method for signal reconstruction in compressive sensing

AH Ibrahim, P Kumam, AB Abubakar… - Carpathian Journal of …, 2022 - JSTOR
Many real-world phenomena in engineering, economics, statistical inference, compressed
sensing and machine learning involve finding sparse solutions to under-determined or ill …

[PDF][PDF] Modified Dai-Yuan conjugate gradient method with sufficient descent property for nonlinear equations

A Kambheera, AH Ibrahim… - Thai Journal of …, 2022 - thaijmath2.in.cmu.ac.th
The convex constraint nonlinear equation problem is to find a point q with the property that q
2 D where D is a nonempty closed convex subset of Euclidean space Rn. The convex …

Sparse signal reconstruction in compressive sensing via derivative-free iterative method

A Kambheera, SB Abdullahi, AH Ibrahim… - J. Math. Comput. Sci., 2021 - scik.org
Finding sparse solutions to under-determined or ill-conditioned equations is a problem that
usually arise in compressive sensing. In this article, a derivative-free iterative method is …