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 …

Approximation method for monotone inclusion problems in real Banach spaces with applications

A Adamu, D Kitkuan, P Kumam, A Padcharoen… - Journal of Inequalities …, 2022 - Springer
In this paper, we introduce an inertial Halpern-type iterative algorithm for approximating a
zero of the sum of two monotone operators in the setting of real Banach spaces that are 2 …

Utilizing Design Objectives and Key Performance Indicators as a Means for Multi-Species Building Envelopes

ST Saroglou, SU Selvan, L Windorfer, WW Weisser… - Buildings, 2024 - mdpi.com
Population growth, urbanization, and climate change have significantly contributed to
environmental degradation, posing severe consequences for humans and other species. By …

A Dai-Liao-type projection method for monotone nonlinear equations and signal processing

AH Ibrahim, P Kumam, AB Abubakar… - Demonstratio …, 2022 - degruyter.com
In this article, inspired by the projection technique of Solodov and Svaiter, we exploit the
simple structure, low memory requirement, and good convergence properties of the mixed …

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 sufficient descent LS-PRP-BFGS-like method for solving nonlinear monotone equations with application to image restoration

AB Abubakar, AH Ibrahim, M Abdullahi, M Aphane… - Numerical …, 2024 - Springer
In this paper, we propose a method for efficiently obtaining an approximate solution for
constrained nonlinear monotone operator equations. The search direction of the proposed …

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 …

Relaxed viscosity-type iterative methods with application to compressed sensing

J Deepho, A Adamu, AH Ibrahim, AB Abubakar - The Journal of Analysis, 2023 - Springer
An acceleration strategy via relaxation technique is incorporated in a viscosity-type method
to approximate solutions of monotone inclusion problems that are fixed points of a …

A derivative‐free projection method for nonlinear equations with non‐Lipschitz operator: Application to LASSO problem

AH Ibrahim, P Kumam, AB Abubakar… - … Methods in the …, 2023 - Wiley Online Library
In this paper, we introduce a derivative‐free iterative method for finding the solutions of
convex constrained nonlinear equations (CCNE) using the projection strategy. The new …