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Journal of Functional Analysis
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Lyapunov exponents of free operators

Authors: Kargin, Vladislav;

Lyapunov exponents of free operators

Abstract

Lyapunov exponents of a dynamical system are a useful tool to gauge the stability and complexity of the system. This paper offers a definition of Lyapunov exponents for a sequence of free linear operators. The definition is based on the concept of the extended Fuglede-Kadison determinant. We establish the existence of Lyapunov exponents, derive formulas for their calculation, and show that Lyapunov exponents of free variables are additive with respect to operator product. We illustrate these results using an example of free operators whose singular values are distributed by the Marchenko-Pastur law, and relate this example to C. M. Newman's "triangle" law for the distribution of Lyapunov exponents of large random matrices with independent Gaussian entries. As an interesting by-product of our results, we derive a relation between the extended Fuglede-Kadison determinant and Voiculescu's S-transform.

16 pages

Keywords

Free probability, Random matrices (algebraic aspects), Probability (math.PR), Lyapunov exponents, 46L54, 34D08, 37H15, Dynamical Systems (math.DS), Large random matrices, large random matrices, free probability, Fuglede–Kadison determinant, Free probability and free operator algebras, Dynamical systems with hyperbolic behavior, FOS: Mathematics, Mathematics - Dynamical Systems, Fuglede-Kadison determinant, Analysis, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Average
Average
Average
Green
hybrid