Formal Mathematical Framework of a Modular Reduction Process via Digital Root: Applied Perspectives and Practical Implications (V3)

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Auteur principal: Esposito, Andrea
Format: Recurso digital
Langue:anglais
Publié: Zenodo 2026
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author Esposito, Andrea
author_facet Esposito, Andrea
contents <p>This third version (V3) explores the potential applications of the arithmetic function F(n) = n mod dr(n), previously formalized and analyzed in its structural properties.</p> <p>While not intended to replace established tools in specific domains, the function exhibits computational simplicity and structural characteristics that make it suitable as a component in various applied contexts.</p> <p>In particular, possible uses are identified in value space reduction, preliminary consistency checks, data partitioning, embedded systems, machine learning preprocessing, and real-time data processing.</p> <p>The analysis focuses on realistic and technically consistent scenarios, ensuring that all proposed applications remain compatible with the mathematical properties established in previous versions.</p> <p>Note: The core idea and underlying mechanism presented in this work were developed independently by the author. The mathematical formalization was refined with the support of assistive tools.</p>
format Recurso digital
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publishDate 2026
publisher Zenodo
record_format zenodo
spellingShingle Formal Mathematical Framework of a Modular Reduction Process via Digital Root: Applied Perspectives and Practical Implications (V3)
Esposito, Andrea
digital root
modular arithmetic
arithmetic functions
data preprocessing
dimensionality reduction
embedded systems
real-time processing
data partitioning
<p>This third version (V3) explores the potential applications of the arithmetic function F(n) = n mod dr(n), previously formalized and analyzed in its structural properties.</p> <p>While not intended to replace established tools in specific domains, the function exhibits computational simplicity and structural characteristics that make it suitable as a component in various applied contexts.</p> <p>In particular, possible uses are identified in value space reduction, preliminary consistency checks, data partitioning, embedded systems, machine learning preprocessing, and real-time data processing.</p> <p>The analysis focuses on realistic and technically consistent scenarios, ensuring that all proposed applications remain compatible with the mathematical properties established in previous versions.</p> <p>Note: The core idea and underlying mechanism presented in this work were developed independently by the author. The mathematical formalization was refined with the support of assistive tools.</p>
title Formal Mathematical Framework of a Modular Reduction Process via Digital Root: Applied Perspectives and Practical Implications (V3)
topic digital root
modular arithmetic
arithmetic functions
data preprocessing
dimensionality reduction
embedded systems
real-time processing
data partitioning
url https://doi.org/10.5281/zenodo.19162394