On the action of multiplicative cascades on measures
Julien Barral, Xiong Jin

TL;DR
This paper investigates how Mandelbrot multiplicative cascades transform probability measures on symbolic spaces, providing sharp criteria for measure non-degeneracy, dimension bounds, and applications to fractal measures.
Contribution
It offers new sharp criteria and bounds for the dimensions and non-degeneracy of measures under multiplicative cascades, extending previous results.
Findings
Sharp non-degeneracy criterion based on Hausdorff dimensions and entropy.
Bounds for Hausdorff and packing dimensions of the limiting measure.
Applications to dimension estimates and absolute continuity of fractal measures.
Abstract
We consider the action of Mandelbrot multiplicative cascades on probability measures supported on a symbolic space. For general probability measures, we obtain almost a sharp criterion of non-degeneracy of the limiting measure; it relies on the lower and upper Hausdorff dimensions of the measure and the entropy of the random weights. We also obtain sharp bounds for the lower Hausdorff and upper packing dimensions of the limiting measure. When the original measure is a Gibbs measure associated with a potential of certain modulus of continuity (weaker than H\"older), all our results are sharp. This improves results previously obtained by Kahane and Peyri\`ere, Ben Nasr, and Fan. We exploit our results to derive dimension estimates and absolute continuity for some random fractal measures.
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 · Stochastic processes and statistical mechanics · Theoretical and Computational Physics
