Statistical determinism in non-Lipschitz dynamical systems
Dynamical Systems
2024-11-20 v3 Classical Analysis and ODEs
Probability
Abstract
We study a class of ordinary differential equations with a non-Lipschitz point singularity, which admit non-unique solutions through this point. As a selection criterion, we introduce stochastic regularizations depending on the parameter : the regularized dynamics is globally defined for each , and the original singular system is recovered in the limit of vanishing . We prove that this limit yields a unique statistical solution independent of regularization, when the deterministic system possesses certain chaotic properties. In this case, solutions become spontaneously stochastic after passing through the singularity: they are selected randomly with an intrinsic probability distribution.
Cite
@article{arxiv.2004.03075,
title = {Statistical determinism in non-Lipschitz dynamical systems},
author = {Theodore D. Drivas and Alexei A. Mailybaev and Artem Raibekas},
journal= {arXiv preprint arXiv:2004.03075},
year = {2024}
}
Comments
28 pages, 7 figures, 1 supplementary video