English

A moment ratio bound for polynomials and some extremal properties of Krawchouk polynomials and Hamming spheres

Combinatorics 2019-09-27 v1 Computational Complexity Information Theory math.IT

Abstract

Let p2p \ge 2. We improve the bound fpf2(p1)s/2\frac{\|f\|_p}{\|f\|_2} \le (p-1)^{s/2} for a polynomial ff of degree ss on the boolean cube {0,1}n\{0,1\}^n, which comes from hypercontractivity, replacing the right hand side of this inequality by an explicit bivariate function of pp and ss, which is smaller than (p1)s/2(p-1)^{s/2} for any p>2p > 2 and s>0s > 0. We show the new bound to be tight, within a smaller order factor, for the Krawchouk polynomial of degree ss. This implies several nearly-extremal properties of Krawchouk polynomials and Hamming spheres (equivalently, Hamming balls). In particular, Krawchouk polynomials have (almost) the heaviest tails among all polynomials of the same degree and 2\ell_2 norm (this has to be interpreted with some care). The Hamming spheres have the following approximate edge-isoperimetric property: For all 1sn21 \le s \le \frac{n}{2}, and for all even distances 0i2s(ns)n0 \le i \le \frac{2s(n-s)}{n}, the Hamming sphere of radius ss contains, up to a multiplicative factor of O(i)O(i), as many pairs of points at distance ii as possible, among sets of the same size (there is a similar, but slightly weaker and somewhat more complicated claim for general distances). This also implies that Hamming spheres are (almost) stablest with respect to noise among sets of the same size. In coding theory terms this means that a Hamming sphere (equivalently a Hamming ball) has the maximal probability of undetected error, among all binary codes of the same rate. We also describe a family of hypercontractive inequalities for functions on {0,1}n\{0,1\}^n, which improve on the `usual' "q2q \rightarrow 2" inequality by taking into account the concentration of a function (expressed as the ratio between its r\ell_r norms), and which are nearly tight for characteristic functions of Hamming spheres.

Keywords

Cite

@article{arxiv.1909.11929,
  title  = {A moment ratio bound for polynomials and some extremal properties of Krawchouk polynomials and Hamming spheres},
  author = {Naomi Kirshner and Alex Samorodnitsky},
  journal= {arXiv preprint arXiv:1909.11929},
  year   = {2019}
}