English

The link between $1$-norm approximation and effective Positivstellensatze for the hypercube

Optimization and Control 2024-12-19 v2

Abstract

The Schm\"udgen's Positivstellensatz gives a certificate to verify positivity of a strictly positive polynomial ff on a compact, basic, semi-algebraic set KRn\mathbf{K} \subset \mathbb{R}^n. 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 ff. If K=[1,1]n\mathbf{K} = [-1,1]^n 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 nn and the degree dd of ff. In this paper we show a similar result, but with a better dependence on nn and dd. In particular, our bounds depend on the 11-norm of the coefficients of ff, 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}
}
R2 v1 2026-06-28T15:45:17.384Z