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Long-time behaviour of degenerate diffusions: UFG-type SDEs and time-inhomogeneous hypoelliptic processes
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Title: | Long-time behaviour of degenerate diffusions: UFG-type SDEs and time-inhomogeneous hypoelliptic processes |
Authors: | Cass, T Crisan, D Dobson, P Ottobre, M |
Item Type: | Journal Article |
Abstract: | We study the long time behaviour of a large class of diffusion processes on R N , generated by second order differential operators of (possibly) degenerate type. The operators that we consider need not satisfy the Hörmander Condition (HC). Instead, they satisfy the so-called UFG condition, introduced by Herman, Lobry and Sussman in the context of geometric control theory and later by Kusuoka and Stroock. We demonstrate the importance of the class of UFG processes in several respects: i) we show that UFG processes constitute a family of SDEs which exhibit, in general, multiple invariant measures (i.e. they are in general non-ergodic) and for which one is able to describe a systematic procedure to study the basin of attraction of each invariant measure (equilibrium state). ii) We use an explicit change of coordinates to prove that every UFG diffusion can be, at least locally, represented as a system consisting of an SDE coupled with an ODE, where the ODE evolves independently of the SDE part of the dynamics. iii) As a result, UFG diffusions are inherently “less smooth” than hypoelliptic SDEs; more precisely, we prove that UFG processes do not admit a density with respect to Lebesgue measure on the entire space, but only on suitable time-evolving submanifolds, which we describe. iv) We show that our results and techniques, which we devised for UFG processes, can be applied to the study of the long-time behaviour of non-autonomous hypoelliptic SDEs and therefore produce several results on this latter class of processes as well. v) Because processes that satisfy the (uniform) parabolic HC are UFG processes, this paper contains a wealth of results about the long time behaviour of (uniformly) hypoelliptic processes which are non-ergodic. |
Issue Date: | 23-Mar-2021 |
Date of Acceptance: | 23-Dec-2020 |
URI: | http://hdl.handle.net/10044/1/86419 |
DOI: | 10.1214/20-EJP577 |
ISSN: | 1083-6489 |
Publisher: | Institute of Mathematical Statistics |
Start Page: | 1 |
End Page: | 72 |
Journal / Book Title: | Electronic Journal of Probability |
Volume: | 26 |
Copyright Statement: | © 2021 the authors. Rights: Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/). |
Sponsor/Funder: | Engineering & Physical Science Research Council (E |
Funder's Grant Number: | RF060148 - EP/K040154/1 |
Keywords: | Science & Technology Physical Sciences Statistics & Probability Mathematics diffusion semigroups parabolic PDE UFG condition Hormander condition long time asymptotics processes with multiple invariant measures non-ergodic SDEs distributions with non-constant rank stochastic control theory VARIANCE REDUCTION MALLIAVIN CALCULUS EQUATION BOUNDS math.PR math.PR Statistics & Probability 0104 Statistics 0105 Mathematical Physics |
Publication Status: | Published |
Article Number: | 22 |
Online Publication Date: | 2021-03-23 |
Appears in Collections: | Financial Mathematics Pure Mathematics Faculty of Natural Sciences Mathematics |
This item is licensed under a Creative Commons License