The ψ-Framework: An Independently Developed approach by Gauransh Singh
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.
Fields of Study & Subjects
Numerical Methods and Algorithms
Polynomial and algebraic computation
Logic
programming
and type systems
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 6 January 2026
- Document type
- Preprint