On the Implementation of Iterative Methods Without Inverse Updating for Solving Equations in Banach Spaces

The implementation of iterative methods using inverses to solve equations is a computationally expensive or impossible task in general. This is the case, since the analytical form of the inverse is difficult to find in practice. That is why, we replace the inverse by a sum of linear operators which is well defined. The convergence of the resulting hybrid methods is studied based on majorizing sequences under generalized continuity assumptions on the operators involved and in the setting of a Banach space. It is demonstrated by numerical experimentations that the convergence order as well as the number of iterations required to obtain a predetermined error tolerance when comparing the original to the hybrid method is essentially the same.

Authors

Institutions

Publication Details

Journal
International Journal of Computational Methods
Published
2024-08-29
DOI
https://doi.org/10.1142/s0219876224500518
Citations
1
Primary Topic
Numerical methods in inverse problems
Type
article
Field-Weighted Citation Impact
0.89
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On the Implementation of Iterative Methods Without Inverse Updating for Solving Equations in Banach Spaces

Santhosh George, Ioannis K. Argyros
1 citations
International Journal of Computational Methods
Numerical methods in inverse problems
0.89
article

On the Implementation of Iterative Methods Without Inverse Updating for Solving Equations in Banach Spaces

Santhosh George, Ioannis K. Argyros
article en
1 citations

Abstract

The implementation of iterative methods using inverses to solve equations is a computationally expensive or impossible task in general. This is the case, since the analytical form of the inverse is difficult to find in practice. That is why, we replace the inverse by a sum of linear operators which is well defined. The convergence of the resulting hybrid methods is studied based on majorizing sequences under generalized continuity assumptions on the operators involved and in the setting of a Banach space. It is demonstrated by numerical experimentations that the convergence order as well as the number of iterations required to obtain a predetermined error tolerance when comparing the original to the hybrid method is essentially the same.

International Journal of Computational MethodsVol. 22(02)
Cameron University (US), National Institute of Technology Karnataka (IN)
Openalex Percentile: Top 30%
Numerical methods in inverse problems
0.89
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

On the Implementation of Iterative Methods Without Inverse Updating for Solving Equations in Banach Spaces — Santhosh George, Ioannis K. Argyros · International Journal of Computational Methods (2024) | TGRS Research Map | TGRS