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arXiv · 2007.07952

Best approximation of functions by log-polynomials

David Alonso-Gutiérrez·Bernardo González Merino·Rafael Villa
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Abstract

Lasserre [La] proved that for every compact set $K\subset\mathbb R^n$ and every even number $d$ there exists a unique homogeneous polynomial $g_0$ of degree $d$ with $K\subset G_1(g_0)=\{x\in\mathbb R^n:g_0(x)\leq 1\}$ minimizing $|G_1(g)|$ among all such polynomials $g$ fulfilling the condition $K\subset G_1(g)$. This result extends the notion of the L\"owner ellipsoid, not only from convex bodies to arbitrary compact sets (which was immediate if $d=2$ by taking convex hulls), but also from ellipsoids to level sets of homogeneous polynomial of an arbitrary even degree. In this paper we extend this result for the class of non-negative log-concave functions in two different ways. One of them is the straightforward extension of the known results, and the other one is a suitable extension with uniqueness of the solution in the corresponding problem and a characterization in terms of some 'contact points'.

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David Alonso-Gutiérrez, Bernardo González Merino, Rafael Villa. 2020-07-15. Best approximation of functions by log-polynomials. https://arxiv.org/abs/2007.07952

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