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Lyapunov exponents of free operators

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9 Scopus citations

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.

Original languageEnglish
Pages (from-to)1874-1888
Number of pages15
JournalJournal of Functional Analysis
Volume255
Issue number8
DOIs
StatePublished - Oct 15 2008

Keywords

  • Free probability
  • Fuglede-Kadison determinant
  • Large random matrices
  • Lyapunov exponents

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