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 …

Decomposition-based multiobjective optimization for nonlinear equation systems with many and infinitely many roots

JY Ji, ML Wong - Information Sciences, 2022 - Elsevier
Although the development of Pareto-dominance-based multiobjective optimization
algorithms has enabled the solution of nonlinear equation systems, few studies have been …

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 …

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 …

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 …

Accelerated Dai-Liao projection method for solving systems of monotone nonlinear equations with application to image deblurring

B Ivanov, GV Milovanović, PS Stanimirović - Journal of Global Optimization, 2023 - Springer
A modified Dai-Liao type conjugate gradient method for solving large-scale nonlinear
systems of monotone equations is introduced and investigated in actual research. 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 hybrid stochastic deterministic algorithm for solving unconstrained optimization problems

AM Alshamrani, AF Alrasheedi, KA Alnowibet, S Mahdi… - Mathematics, 2022 - mdpi.com
In this paper, a new deterministic method is proposed. This method depends on presenting
(suggesting) some modifications to existing parameters of some conjugate gradient …

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 …