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Smooth approximation of the minimum function from below (and above)

Year: 2026
Type: article
Abstract: We provide an increasing approximating sequence of smooth lower bounds for the minimum of $n\geq 2$ n ≥ 2 real numbers, with exponential convergence. For any given strict lower bound, we obtain a strict improvement through a harmonic increment. Additionally, we compute the maximum relative and absolute errors and construct a smooth approximating sequence from above using the geometric mean. Closed-form expressions are provided for the case $n = 2$ n = 2 , where the solution relates to the well-known crossed-ladders problem.
Language: English
Open Access status: gold
Estimated APC paid: $2,190
OpenAlex ID: W7171502830
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