The ψ-Framework: An Independently Developed approach

This work presents a ψ-based iterative framework for approximating real solutions of equations.By rewriting equations into fixed-point form and selecting ψ-functions based on root location and interval bounds, solutions can be obtained through repeated iteration. Examples involving quadratic, cubic, quartic, and transcendental equations demonstrate the adaptability of the ψ-framework. The approach highlights how multiple ψ-functions may be constructed for a single equation, with each targeting a specific root.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-04
DOI
https://doi.org/10.5281/zenodo.18145745
Primary Topic
Numerical Methods and Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

The ψ-Framework: An Independently Developed approach

Gauransh Singh Gauransh Singh
Zenodo (CERN European Organization for Nuclear Research)
Numerical Methods and Algorithms
article

The ψ-Framework: An Independently Developed approach

Gauransh Singh Gauransh Singh
article en

Abstract

This work presents a ψ-based iterative framework for approximating real solutions of equations.By rewriting equations into fixed-point form and selecting ψ-functions based on root location and interval bounds, solutions can be obtained through repeated iteration. Examples involving quadratic, cubic, quartic, and transcendental equations demonstrate the adaptability of the ψ-framework. The approach highlights how multiple ψ-functions may be constructed for a single equation, with each targeting a specific root.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 95%
Numerical Methods and Algorithms
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The ψ-Framework: An Independently Developed approach — Gauransh Singh Gauransh Singh · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS