The production of Tsallis entropy in the limit of weak chaos and a new indicator of chaoticity
G. Lukes-Gerakopoulos, N. Voglis, C. Efthymiopoulos

TL;DR
This paper links weak chaos behavior characterized by Tsallis entropy to the growth of deviation vectors, introducing the APLE as a new indicator to distinguish regular and weakly chaotic orbits through practical examples.
Contribution
It introduces the Average Power Law Exponent (APLE), a new sensitive indicator for detecting weak chaos and metastable states in dynamical systems, based on deviation vector growth.
Findings
APLE effectively distinguishes weakly chaotic orbits from regular ones.
Weak chaos exhibits power-law growth of deviation vectors.
APLE correlates with the rate of Tsallis q-entropy increase.
Abstract
We study the connection between the appearance of a `metastable' behavior of weakly chaotic orbits, characterized by a constant rate of increase of the Tsallis q-entropy (Tsallis 1988), and the solutions of the variational equations of motion for the same orbits. We demonstrate that the variational equations yield transient solutions, lasting for long time intervals, during which the length of deviation vectors of nearby orbits grows in time almost as a power-law. The associated power exponent can be simply related to the entropic exponent for which the q-entropy exhibits a constant rate of increase. This analysis leads to the definition of a new sensitive indicator distinguishing regular from weakly chaotic orbits, that we call `Average Power Law Exponent' (APLE). We compare the APLE with other established indicators of the literature. In particular, we give examples of application of…
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.
