Eigenvector correlations in the complex Ginibre ensemble
نویسندگان
چکیده
The complex Ginibre ensemble is the distribution of an N×N non-Hermitian random matrix over C with i.i.d. Gaussian entries normalized to have mean zero and variance 1/N. Unlike unitary ensemble, for which eigenvectors are distributed according Haar measure on compact group U(N), independently eigenvalues, geometry eigenbases not particularly well understood. In this paper we systematically study properties eigenvector correlations in ensemble. particular, uncover extended algebraic structure describes their asymptotic behavior (as N goes infinity). Our work extends previous results Chalker Mehlig (Phys. Rev. Lett. 81 (1998) 3367–3370), correlation pairs was computed.
منابع مشابه
Dysonian dynamics of the Ginibre ensemble.
We study the time evolution of Ginibre matrices whose elements undergo Brownian motion. The non-Hermitian character of the Ginibre ensemble binds the dynamics of eigenvalues to the evolution of eigenvectors in a nontrivial way, leading to a system of coupled nonlinear equations resembling those for turbulent systems. We formulate a mathematical framework allowing simultaneous description of the...
متن کاملEigenvector statistics of the product of Ginibre matrices.
We develop a method to calculate left-right eigenvector correlations of the product of m independent N×N complex Ginibre matrices. For illustration, we present explicit analytical results for the vector overlap for a couple of examples for small m and N. We conjecture that the integrated overlap between left and right eigenvectors is given by the formula O=1+(m/2)(N-1) and support this conjectu...
متن کاملExtremal laws for the real Ginibre ensemble
The real Ginibre ensemble refers to the family of n × n matrices in which each entry is an independent Gaussian random variable of mean zero and variance one. Our main result is that the appropriately scaled spectral radius converges in law to a Gumbel distribution as n→∞. This fact has been known to hold in the complex and quaternion analogues of the ensemble for some time, with simpler proofs...
متن کاملIndex Distribution of the Ginibre Ensemble
Complex systems, and in particular random neural networks, are often described by randomly interacting dynamical systems with no specific symmetry. In that context, characterizing the number of relevant directions necessitates fine estimates on the Ginibre ensemble. In this Letter, we compute analytically the probability distribution of the number of eigenvalues NR with modulus greater than R (...
متن کاملFinite-difference distributions for the Ginibre ensemble
The Ginibre ensemble of complex random matrices is studied. The complex-valued random variable of the second difference of complex energy levels is defined. For the N = 3 dimensional ensemble, we calculate distributions of the second difference real and imaginary parts, as well as its radius and of its argument (angle). For the generic N -dimensional Ginibre ensemble an exact analytical formula...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Annals of Applied Probability
سال: 2022
ISSN: ['1050-5164', '2168-8737']
DOI: https://doi.org/10.1214/21-aap1746