Asymptotics of finite system Lyapunov exponents for some random matrix ensembles

preprint2015arXivOpen access

Abstract

For products PNP_N of NN random matrices of size d×dd \times d, there is a natural notion of finite NN Lyapunov exponents {μi}i=1d\{μ_i\}_{i=1}^d. In the case of standard Gaussian random matrices with real, complex or real quaternion elements, and extended to the general variance case for μ1μ_1, methods known for the computation of lim⁡N→∞⟨μi⟩\lim_{N \to \infty} \langle μ_i \rangle are used to compute the large NN form of the variances of the exponents. Analogous calculations are performed in the case that the matrices making up PNP_N are products of sub-blocks of random unitary matrices with Haar measure. Furthermore, we make some remarks relating to the coincidence of the Lyapunov exponents and the stability exponents relating to the eigenvalues of PNP_N.

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