Golden Ratio's Continued Fraction Links Irrationality to Chaos Universality — E8 Intelligence Research

FINDING: The golden ratio's continued fraction expansion (all 1's) is the slowest-converging of all continued fractions, making it the "most irrational" number; this property governs the universal scaling in period-doubling routes to chaos (Feigenbaum constants) and renormalization group fixed points. MATH: - Golden ratio φ = (1+√5)/2 ≈ 1.6180339887 - Continued fraction: φ = [1;1,1,1,1,…] - Feigenbaum constants: δ ≈ 4.669201609 (convergence rate), α ≈ 2.502907875 (scaling factor) - Renormalization group fixed-point function g(x) satisfies: g(x) = α g(g(x/α)) - The universality arises because φ's continued fraction yields optimal irrationality, forcing a unique scaling cascade. CONNECTION: - φ's convergents are ratios of consecutive Fibonacci numbers: 1/1, 2/1, 3/2, 5/3, 8/5, … → approach φ. - The geometric ratios 0.618 (1/φ), 0.382 (1/φ²), 0.786 (√φ/2?), and 2.618 (φ²) appear as scaling factors in period-doubling bifurcation diagrams. - The self-similarity of the Feig Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-27
DOI
https://doi.org/10.5281/zenodo.21617356
Primary Topic
Advanced Mathematical Theories and Applications
Type
preprint
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Golden Ratio's Continued Fraction Links Irrationality to Chaos Universality — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Advanced Mathematical Theories and Applications
preprint

Golden Ratio's Continued Fraction Links Irrationality to Chaos Universality — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: The golden ratio's continued fraction expansion (all 1's) is the slowest-converging of all continued fractions, making it the "most irrational" number; this property governs the universal scaling in period-doubling routes to chaos (Feigenbaum constants) and renormalization group fixed points. MATH: - Golden ratio φ = (1+√5)/2 ≈ 1.6180339887 - Continued fraction: φ = [1;1,1,1,1,…] - Feigenbaum constants: δ ≈ 4.669201609 (convergence rate), α ≈ 2.502907875 (scaling factor) - Renormalization group fixed-point function g(x) satisfies: g(x) = α g(g(x/α)) - The universality arises because φ's continued fraction yields optimal irrationality, forcing a unique scaling cascade. CONNECTION: - φ's convergents are ratios of consecutive Fibonacci numbers: 1/1, 2/1, 3/2, 5/3, 8/5, … → approach φ. - The geometric ratios 0.618 (1/φ), 0.382 (1/φ²), 0.786 (√φ/2?), and 2.618 (φ²) appear as scaling factors in period-doubling bifurcation diagrams. - The self-similarity of the Feig Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Advanced Mathematical Theories and Applications
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Golden Ratio's Continued Fraction Links Irrationality to Chaos Universality — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS