Large deviations and fluctuations of real eigenvalues of elliptic random matrices
We study real eigenvalues of N×N real elliptic Ginibre matrices indexed by a non-Hermiticity parameter 0≤τ<1. In both the strong (τ is fixed) and weak (τ=1−α2N) non-Hermiticity regimes, we prove a central limit theorem for the number of real eigenvalues. We also find the asymptotic behaviour of the probability pN,k(τ) that exactly k eigenvalues are real. In the strong non-Hermiticity regime, we obtain limN→∞ 1 NlogpN,kN(τ)=− 1+τ 1−τζ(3∕2) 2π for any kN=o( N logN) as N→∞, where ζ is the Riemann zeta function. In the weak non-Hermiticity regime, we obtain limN→∞ 1 NlogpN,kN(τ)≤2 π∫01log1−e−α2s2 1−s2ds for any kN=o(N logN) as N→∞. This inequality is expected to be an equality.
Authors
- Leslie Molag (ORCID: https://orcid.org/0000-0003-3760-111X)
- Nick Simm
- Sung‐Soo Byun (ORCID: https://orcid.org/0000-0002-2405-2089)
Institutions
- Seoul National University (KR)
- University of Sussex (GB)
- Universidad Carlos III de Madrid (ES)
Publication Details
- Journal
- Electronic Journal of Probability
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1214/25-ejp1304
- Citations
- 1
- Primary Topic
- Random Matrices and Applications
- Type
- article
- Field-Weighted Citation Impact
- 2.63
Funders
- POSCO TJ Park Foundation
- National Research Foundation
- Deutsche Forschungsgemeinschaft
- Seoul National University
- National Research Foundation of Korea