Transience and multifractal analysis
Godofredo Iommi, Thomas Jordan, Mike Todd

TL;DR
This paper investigates the multifractal spectra of dissipative dynamical systems, revealing how transience affects the validity of variational principles and leads to discontinuities in Lyapunov spectra.
Contribution
It establishes a conditional variational principle for Birkhoff averages on recurrent parts and demonstrates the impact of transience on multifractal spectra, including the first example of a transitive map with discontinuous Lyapunov spectrum.
Findings
Conditional variational principle holds on recurrent parts
Discontinuous Lyapunov spectrum in a transitive map
Transience causes pathological multifractal features
Abstract
We study dimension theory for dissipative dynamical systems, proving a conditional variational principle for the quotients of Birkhoff averages restricted to the recurrent part of the system. On the other hand, we show that when the whole system is considered (and not just its recurrent part) the conditional variational principle does not necessarily hold. Moreover, we exhibit the first example of a topologically transitive map having discontinuous Lyapunov spectrum. The mechanism producing all these pathological features on the multifractal spectra is transience, that is, the non-recurrent part of the dynamics.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Dynamics and Fractals · Chaos control and synchronization · Quantum chaos and dynamical systems
