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A Note on Approximate Hadamard Matrices

Combinatorics 2024-02-21 v1 Functional Analysis

Abstract

A Hadamard matrix is a scaled orthogonal matrix with ±1\pm 1 entries. Such matrices exist in certain dimensions: the Hadamard conjecture is that such a matrix always exists when nn is a multiple of 4. A conjecture attributed to Ryser is that no circulant Hadamard matrices exist when n>4n > 4. Recently, Dong and Rudelson proved the existence of approximate Hadamard matrices in all dimensions: there exist universal 0<c<C<0< c < C < \infty so that for all n1n \geq 1, there is a matrix A{1,1}n×nA \in \left\{-1,1\right\}^{n \times n} satisfying, for all xRnx \in \mathbb{R}^n, cnx2Ax2Cnx2. c \sqrt{n} \|x\|_2 \leq \|Ax\|_2 \leq C \sqrt{n} \|x\|_2. We observe that, as a consequence of the existence of flat Littlewood polynomials, circulant approximate Hadamard matrices exist for all n1n \geq 1.

Keywords

Cite

@article{arxiv.2402.13202,
  title  = {A Note on Approximate Hadamard Matrices},
  author = {Stefan Steinerberger},
  journal= {arXiv preprint arXiv:2402.13202},
  year   = {2024}
}
R2 v1 2026-06-28T14:54:49.358Z