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Random Perturbations of Matrix Polynomials

Author

Listed:
  • Patryk Pagacz

    (Jagiellonian University)

  • Michał Wojtylak

    (Jagiellonian University)

Abstract

A sum of a large-dimensional random matrix polynomial and a fixed low-rank matrix polynomial is considered. The main assumption is that the resolvent of the random polynomial converges to some deterministic limit. A formula for the limit of the resolvent of the sum is derived, and the eigenvalues are localised. Four instances are considered: a low-rank matrix perturbed by the Wigner matrix, a product HX of a fixed diagonal matrix H and the Wigner matrix X and two special matrix polynomials of higher degree. The results are illustrated with various examples and numerical simulations.

Suggested Citation

  • Patryk Pagacz & Michał Wojtylak, 2022. "Random Perturbations of Matrix Polynomials," Journal of Theoretical Probability, Springer, vol. 35(1), pages 52-88, March.
  • Handle: RePEc:spr:jotpro:v:35:y:2022:i:1:d:10.1007_s10959-020-01048-3
    DOI: 10.1007/s10959-020-01048-3
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    References listed on IDEAS

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    1. Jean Rochet, 2017. "Complex Outliers of Hermitian Random Matrices," Journal of Theoretical Probability, Springer, vol. 30(4), pages 1624-1654, December.
    2. Leonidas Sandoval Junior & Italo De Paula Franca, 2011. "Shocks in financial markets, price expectation, and damped harmonic oscillators," Papers 1103.1992, arXiv.org, revised Sep 2011.
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