The link between $1$-norm approximation and effective Positivstellensatze for the hypercube
Abstract
The Schm\"udgen's Positivstellensatz gives a certificate to verify positivity of a strictly positive polynomial on a compact, basic, semi-algebraic set . A Positivstellensatz of this type is called effective if one may bound the degrees of the polynomials appearing in the certificate in terms of properties of . If and 0 < f_\min := \min_{x \in \mathbf{K}} f(x), then the degrees of the polynomials appearing in the certificate may be bounded by O\left(\sqrt{\frac{f_\max - f_\min}{f_\min}}\right), where f_\max := \max_{x \in \mathbf{K}} f(x), as was recently shown by Laurent and Slot [Optimization Letters 17:515-530, 2023]. The big-O notation suppresses dependence on and the degree of . In this paper we show a similar result, but with a better dependence on and . In particular, our bounds depend on the -norm of the coefficients of , that may readily be calculated.
Keywords
Cite
@article{arxiv.2404.04190,
title = {The link between $1$-norm approximation and effective Positivstellensatze for the hypercube},
author = {Etienne de Klerk and Juan Vera Lizcano},
journal= {arXiv preprint arXiv:2404.04190},
year = {2024}
}