English

Repeated differentiation and free unitary Poisson process

Probability 2025-06-17 v4 Analysis of PDEs Classical Analysis and ODEs Complex Variables

Abstract

We investigate the hydrodynamic behavior of zeroes of trigonometric polynomials under repeated differentiation. We show that if the zeroes of a real-rooted, degree dd trigonometric polynomial are distributed according to some probability measure ν\nu in the large dd limit, then the zeroes of its [2td][2td]-th derivative, where t>0t>0 is fixed, are distributed according to the free multiplicative convolution of ν\nu and the free unitary Poisson distribution with parameter tt. In the simplest special case, our result states that the zeroes of the [2td][2td]-th derivative of the trigonometric polynomial (sinθ2)2d(\sin \frac \theta 2)^{2d} (which can be thought of as the trigonometric analogue of the Laguerre polynomials) are distributed according to the free unitary Poisson distribution with parameter tt, in the large dd limit. The latter distribution is defined in terms of the function ζ=ζt(θ)\zeta=\zeta_t(\theta) which solves the implicit equation ζttanζ=θ\zeta - t \tan \zeta = \theta and satisfies ζt(θ)=θ+ttan(θ+ttan(θ+ttan(θ+))),Imθ>0,    t>0. \zeta_t(\theta)= \theta + t \tan (\theta + t \tan (\theta + t \tan (\theta +\ldots))), \qquad \mathrm{Im}\, \theta >0, \;\; t>0.

Keywords

Cite

@article{arxiv.2112.14729,
  title  = {Repeated differentiation and free unitary Poisson process},
  author = {Zakhar Kabluchko},
  journal= {arXiv preprint arXiv:2112.14729},
  year   = {2025}
}

Comments

36 pages, 6 figures

R2 v1 2026-06-24T08:35:05.321Z