Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations

In nonlinear problems where function’s derivatives are difficult or expensive to compute, derivative-free iterative methods are good options to find the numerical solution. One of the important parts in the development of such methods is to study their convergence properties. In this paper, we revie...

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Main Authors: Sunil Kumar, Janak Raj Sharma, Ioannis K. Argyros, Samundra Regmi
Format: Article
Language:English
Published: Ada Academica 2023-09-01
Series:European Journal of Mathematical Analysis
Online Access:https://adac.ee/index.php/ma/article/view/170
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author Sunil Kumar
Janak Raj Sharma
Ioannis K. Argyros
Samundra Regmi
author_facet Sunil Kumar
Janak Raj Sharma
Ioannis K. Argyros
Samundra Regmi
author_sort Sunil Kumar
collection DOAJ
description In nonlinear problems where function’s derivatives are difficult or expensive to compute, derivative-free iterative methods are good options to find the numerical solution. One of the important parts in the development of such methods is to study their convergence properties. In this paper, we review the concepts of local and semi-local convergence for a derivative-free method for nonlinear equations. In the earlier study of the considered method, the convergence analysis was carried out assuming the existence of higher order derivatives while no derivative is used in the method. Such assumptions certainly restrict its applicability. The present study further provides the estimate of convergence radius and bounds on the error for the given method. Thus, the applicability of the method clearly seems to be extended over the wider class of problems. We also review some of the recent developments in this area. The results presented in this paper can be useful for practitioners and researchers in developing and analyzing derivative-free numerical algorithms.
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spelling doaj.art-d8b8472416d24f878b02b460e06061de2023-12-17T08:35:04ZengAda AcademicaEuropean Journal of Mathematical Analysis2733-39572023-09-013242410.28924/ada/ma.3.24170Seventh Order Derivative-Free Methods for Non-differentiable Operator EquationsSunil Kumar0Janak Raj Sharma1Ioannis K. Argyros2Samundra Regmi3Department of Mathematics, University Centre for Research and Development, Chandigarh University, Mohali-140413, IndiaDepartment of Mathematics, Sant Longowal Institute of Engineering & Technology, Longowal, Punjab 148106, IndiaDepartment of Computing and Mathematical Sciences, Cameron University, Lawton, OK 73505, USADepartment of Mathematics, University of Houston, Houston, TX, 77024, USAIn nonlinear problems where function’s derivatives are difficult or expensive to compute, derivative-free iterative methods are good options to find the numerical solution. One of the important parts in the development of such methods is to study their convergence properties. In this paper, we review the concepts of local and semi-local convergence for a derivative-free method for nonlinear equations. In the earlier study of the considered method, the convergence analysis was carried out assuming the existence of higher order derivatives while no derivative is used in the method. Such assumptions certainly restrict its applicability. The present study further provides the estimate of convergence radius and bounds on the error for the given method. Thus, the applicability of the method clearly seems to be extended over the wider class of problems. We also review some of the recent developments in this area. The results presented in this paper can be useful for practitioners and researchers in developing and analyzing derivative-free numerical algorithms.https://adac.ee/index.php/ma/article/view/170
spellingShingle Sunil Kumar
Janak Raj Sharma
Ioannis K. Argyros
Samundra Regmi
Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
European Journal of Mathematical Analysis
title Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
title_full Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
title_fullStr Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
title_full_unstemmed Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
title_short Seventh Order Derivative-Free Methods for Non-differentiable Operator Equations
title_sort seventh order derivative free methods for non differentiable operator equations
url https://adac.ee/index.php/ma/article/view/170
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AT janakrajsharma seventhorderderivativefreemethodsfornondifferentiableoperatorequations
AT ioanniskargyros seventhorderderivativefreemethodsfornondifferentiableoperatorequations
AT samundraregmi seventhorderderivativefreemethodsfornondifferentiableoperatorequations