On the problem asking if Kolmogorov-Arnold representation can be simplified (Q6591430)
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scientific article; zbMATH DE number 7900264
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the problem asking if Kolmogorov-Arnold representation can be simplified |
scientific article; zbMATH DE number 7900264 |
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On the problem asking if Kolmogorov-Arnold representation can be simplified (English)
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22 August 2024
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Kolmogorov-Arnold representations express two-variate functions \(f\) by a sum of five terms of the form \N\[\Ng(\phi_i(x)+\psi_i(y)),\qquad i=1,2,3,4,5,\N\]\Nwhere \(g\) depends on \(f\) and the \(\psi\)s and \(\phi\)s are prescribed. All functions are assumed to be continuous, but the latter two sets of functions are required to be monotonically increasing too. They are a solution to Hilbert's famous thirteenth problem. In this paper, various choices are discussed in which the Kolmogorov-Arnold representations may be simplified for instance by reducing the number of summands in the expression.
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Hilbert's 13th problem
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Kolmogorov-Arnold representation
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\(\varepsilon\)-entropy
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