Author

Samuel D Sazo Sazo

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Recent research

  • AI & ComputingOpen access

    A Closed-Boundary Convergence Theorem for the Golden-Ratio Contraction Map(LLM)

    Abstract We examine the affine contraction[ T(x)=\varphi+\varphi^{-7}(x-\varphi) ]on the real line, where (\varphi=(1+\sqrt{5})/2) is the golden ratio. The map is a linear contraction with unique fixed point (\varphi) and ratio (r=\varphi^{-7}\approx0.03444). The orbit satisfies...

    Zenodo (CERN European Organization for Nuclear Research)2026-08-020 citationsDOI
  • AI & ComputingOpen access

    A Closed-Boundary Convergence Theorem for the Golden-Ratio Contraction Map(LLM)

    Abstract We examine the affine contraction[ T(x)=\varphi+\varphi^{-7}(x-\varphi) ]on the real line, where (\varphi=(1+\sqrt{5})/2) is the golden ratio. The map is a linear contraction with unique fixed point (\varphi) and ratio (r=\varphi^{-7}\approx0.03444). The orbit satisfies...

    Zenodo (CERN European Organization for Nuclear Research)2026-08-020 citationsDOI