From Observation to General Law

The A-C Coupling Theorem presents a general law for n-dimensional linear Diophantine systems of the form N = Σ cᵢ · xᵢ. Two structural conditions are identified as jointly sufficient for a direct, single-step determination of the minimum starting value A₀ = N mod c₂: Condition one (Foundation): the top coefficient must satisfy c₁ ≡ 1 (mod c₂). This renders the top layer transparent modulo c₂, making the steering value independent of the highest coefficient. Condition two (Chain): the remaining coefficients must form an exact divisibility chain cₙ | cₙ₋₁ | ... | c₂. This guarantees that every remainder at every layer is absorbable without gaps. Two families of instances are examined in detail: the euro family (modulus 9, coefficients 19, 9, 3, 3, 1) where A₀ equals the digital root, and the clock family (modulus 12, coefficients 25, 12, 4, 1) where A₀ = N mod 12. Concrete examples from 2D through 6D and beyond verify both conditions through modular arithmetic. The law is general: for any valid coefficients and any N, A₀ is determinable in O(1) time. The digital root is not a property of any specific system, it is a consequence of the structure itself. The paper includes a formal proof of the general theorem, with explicit inductive steps for both the Foundation Lemma and the Attainability Lemma.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-12
DOI
https://doi.org/10.5281/zenodo.20648657
Primary Topic
Digital Image Processing Techniques
Type
preprint
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preprint

From Observation to General Law

Bilal El Issaoui
Zenodo (CERN European Organization for Nuclear Research)
Digital Image Processing Techniques
preprint

From Observation to General Law

Bilal El Issaoui
preprint en

Abstract

The A-C Coupling Theorem presents a general law for n-dimensional linear Diophantine systems of the form N = Σ cᵢ · xᵢ. Two structural conditions are identified as jointly sufficient for a direct, single-step determination of the minimum starting value A₀ = N mod c₂: Condition one (Foundation): the top coefficient must satisfy c₁ ≡ 1 (mod c₂). This renders the top layer transparent modulo c₂, making the steering value independent of the highest coefficient. Condition two (Chain): the remaining coefficients must form an exact divisibility chain cₙ | cₙ₋₁ | ... | c₂. This guarantees that every remainder at every layer is absorbable without gaps. Two families of instances are examined in detail: the euro family (modulus 9, coefficients 19, 9, 3, 3, 1) where A₀ equals the digital root, and the clock family (modulus 12, coefficients 25, 12, 4, 1) where A₀ = N mod 12. Concrete examples from 2D through 6D and beyond verify both conditions through modular arithmetic. The law is general: for any valid coefficients and any N, A₀ is determinable in O(1) time. The digital root is not a property of any specific system, it is a consequence of the structure itself. The paper includes a formal proof of the general theorem, with explicit inductive steps for both the Foundation Lemma and the Attainability Lemma.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Digital Image Processing Techniques
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From Observation to General Law — Bilal El Issaoui · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS