Anomalous time-scaling of extreme events in infinite systems and Birkhoff sums of infinite observables
Galatolo, Stefano ; Holland, Mark ; Persson, Tomas LU
and Zhang, Yiwei
(2021)
In Discrete and Continuous Dynamical Systems- Series A
41(4).
p.1799-1841
- Abstract
We establish quantitative results for the statistical behaviour of infinite systems. We consider two kinds of infinite system: i) a conservative dynamical system (f, X, µ) preserving a σ-finite measure µ such that µ(X) = ∞; ii) the case where µ is a probability measure but we consider the statistical behaviour of an observable φ: X → [0, ∞) which is non-integrable: R φ dµ = ∞. In the first part of this work we study the behaviour of Birkhoff sums of systems of the kind ii). For certain weakly chaotic systems, we show that these sums can be strongly oscillating. However, if the system has superpolynomial decay of correlations or has a Markov structure, then we show this oscillation cannot happen. In this case we prove a general relation... (More)
We establish quantitative results for the statistical behaviour of infinite systems. We consider two kinds of infinite system: i) a conservative dynamical system (f, X, µ) preserving a σ-finite measure µ such that µ(X) = ∞; ii) the case where µ is a probability measure but we consider the statistical behaviour of an observable φ: X → [0, ∞) which is non-integrable: R φ dµ = ∞. In the first part of this work we study the behaviour of Birkhoff sums of systems of the kind ii). For certain weakly chaotic systems, we show that these sums can be strongly oscillating. However, if the system has superpolynomial decay of correlations or has a Markov structure, then we show this oscillation cannot happen. In this case we prove a general relation between the behaviour of φ, the local dimension of µ, and the scaling rate of the growth of Birkhoff sums of φ as time tends to infinity. We then establish several important consequences which apply to infinite systems of the kind i). This includes showing anomalous scalings in extreme event limit laws, or entrance time statistics. We apply our findings to non-uniformly hyperbolic systems preserving an infinite measure, establishing anomalous scalings for the power law behaviour of entrance times (also known as logarithm laws), dynamical Borel-Cantelli lemmas, almost sure growth rates of extremes, and dynamical run length functions.
(Less)
- author
- Galatolo, Stefano
; Holland, Mark
; Persson, Tomas
LU
and Zhang, Yiwei
- organization
- publishing date
- 2021
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Birkhoff sum, Borel-Cantelli, Conservative dynamics, Extreme values, Hitting time, Infinite invariant measure, Intermittent system, Logarithm law, Run length
- in
- Discrete and Continuous Dynamical Systems- Series A
- volume
- 41
- issue
- 4
- pages
- 43 pages
- publisher
- American Institute of Mathematical Sciences
- external identifiers
-
- scopus:85101088935
- ISSN
- 1078-0947
- DOI
- 10.3934/dcds.2020341
- language
- English
- LU publication?
- yes
- id
- 33c6682e-da93-4c8d-b6bf-1dd3747ec721
- date added to LUP
- 2022-01-12 15:28:27
- date last changed
- 2022-04-27 07:06:19
@article{33c6682e-da93-4c8d-b6bf-1dd3747ec721,
abstract = {{<p>We establish quantitative results for the statistical behaviour of infinite systems. We consider two kinds of infinite system: i) a conservative dynamical system (f, X, µ) preserving a σ-finite measure µ such that µ(X) = ∞; ii) the case where µ is a probability measure but we consider the statistical behaviour of an observable φ: X → [0, ∞) which is non-integrable: R φ dµ = ∞. In the first part of this work we study the behaviour of Birkhoff sums of systems of the kind ii). For certain weakly chaotic systems, we show that these sums can be strongly oscillating. However, if the system has superpolynomial decay of correlations or has a Markov structure, then we show this oscillation cannot happen. In this case we prove a general relation between the behaviour of φ, the local dimension of µ, and the scaling rate of the growth of Birkhoff sums of φ as time tends to infinity. We then establish several important consequences which apply to infinite systems of the kind i). This includes showing anomalous scalings in extreme event limit laws, or entrance time statistics. We apply our findings to non-uniformly hyperbolic systems preserving an infinite measure, establishing anomalous scalings for the power law behaviour of entrance times (also known as logarithm laws), dynamical Borel-Cantelli lemmas, almost sure growth rates of extremes, and dynamical run length functions.</p>}},
author = {{Galatolo, Stefano and Holland, Mark and Persson, Tomas and Zhang, Yiwei}},
issn = {{1078-0947}},
keywords = {{Birkhoff sum; Borel-Cantelli; Conservative dynamics; Extreme values; Hitting time; Infinite invariant measure; Intermittent system; Logarithm law; Run length}},
language = {{eng}},
number = {{4}},
pages = {{1799--1841}},
publisher = {{American Institute of Mathematical Sciences}},
series = {{Discrete and Continuous Dynamical Systems- Series A}},
title = {{Anomalous time-scaling of extreme events in infinite systems and Birkhoff sums of infinite observables}},
url = {{http://dx.doi.org/10.3934/dcds.2020341}},
doi = {{10.3934/dcds.2020341}},
volume = {{41}},
year = {{2021}},
}