FINDING: The search results do not establish a direct link between the golden ratio and the optimal contraction constant in Banach space fixed-point theory; they merely co-locate videos on the Banach fixed-point theorem with a PBS video on the golden ratio. The only substantive mathematical item is the arXiv paper on uniformly local asymptotic nonexpansive maps. MATH: - Banach fixed-point theorem: For a contraction \(T: X → X\) on a complete metric space with constant \(k ∈ [0,1)\), \(\|T(x) - T(y)\| ≤ k \|x - y\|\), there exists a unique fixed point \(x^*\) with \(x^* = limn→∞ T^n(x_0)\). - The optimal contraction constant for *nonexpansive* maps (\(k=1\)) is not guaranteed — fixed points may fail (e.g., translation on \(R\)). - The arXiv paper (2303.10878v1) introduces *uniformly local asymptotic nonexpansive* maps: \(\|T^n(x) - T^n(y)\| ≤ (1 + ε_n) \|x - y\|\) with \(ε_n → 0\), and derives approximate fixed point sequences i Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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