Mostly contracting random maps
Pablo G. Barrientos, Dominique Malicet

TL;DR
This paper investigates the long-term dynamics of mostly contracting random Lipschitz maps on compact metric spaces, establishing their statistical properties and stability through advanced ergodic theorems and Lyapunov exponents.
Contribution
It introduces the class of mostly contracting random maps, proves their openness, and establishes key statistical and stability results using generalized ergodic theorems.
Findings
The class of mostly contracting random maps is open and satisfies strong statistical laws.
Lyapunov exponents depend continuously and Hölder continuously on parameters.
The generalized Kingman's subadditive ergodic theorem applies to these systems.
Abstract
We study the long-term behavior of the iteration of a random map consisting of Lipschitz transformations on a compact metric space, independently and randomly selected according to a fixed probability measure. Such a random map is said to be \emph{mostly contracting} if all Lyapunov exponents associated with stationary measures are negative. This requires introducing the notion of (maximal) Lyapunov exponent in this general context of Lipschitz transformations on compact metric spaces. We show that this class is open with respect to the appropriate topology and satisfies the strong law of large numbers for non-uniquely ergodic systems, the limit theorem for the law of random iterations, the global Palis' conjecture, and that the associated annealed Koopman operator is quasi-compact. This implies many statistical properties such as central limit theorems, large deviations, statistical…
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
