English

Cutoff phenomenon in nonlinear recombinations

Probability 2024-10-07 v2

Abstract

We investigate a quadratic dynamical system known as nonlinear recombinations. This system models the evolution of a probability measure over the Boolean cube, converging to the stationary state obtained as the product of the initial marginals. Our main result reveals a cutoff phenomenon for the total variation distance in both discrete and continuous time. Additionally, we derive the explicit cutoff profiles in the case of monochromatic initial distributions. These profiles are different in the discrete and continuous time settings. The proof leverages a pathwise representation of the solution in terms of a fragmentation process associated to a binary tree. In continuous time, the underlying binary tree is given by a branching random process, thus requiring a more elaborate probabilistic analysis.

Keywords

Cite

@article{arxiv.2402.11396,
  title  = {Cutoff phenomenon in nonlinear recombinations},
  author = {Pietro Caputo and Cyril Labbé and Hubert Lacoin},
  journal= {arXiv preprint arXiv:2402.11396},
  year   = {2024}
}

Comments

35 pages, 4 figures. Minor corrections, some references added

R2 v1 2026-06-28T14:51:59.133Z