Products of random matrices from fixed trace and induced Ginibre ensembles

被引:5
|
作者
Akemann, Gernot [1 ]
Cikovic, Milan [1 ]
机构
[1] Bielefeld Univ, Fac Phys, POB 100131, D-33501 Bielefeld, Germany
关键词
products of random matrices; fixed trace; universality; SUPPORT PROBABILITY-DISTRIBUTIONS; GAUSSIAN MATRICES; STATISTICS;
D O I
10.1088/1751-8121/aab8a9
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We investigate the microcanonical version of the complex induced Ginibre ensemble, by introducing a fixed trace constraint for its second moment. Like for the canonical Ginibre ensemble, its complex eigenvalues can be interpreted as a two-dimensional Coulomb gas, which are now subject to a constraint and a modified, collective confining potential. Despite the lack of determinantal structure in this fixed trace ensemble, we compute all its density correlation functions at finite matrix size and compare to a fixed trace ensemble of normal matrices, representing a different Coulomb gas. Our main tool of investigation is the Laplace transform, that maps back the fixed trace to the induced Ginibre ensemble. Products of random matrices have been used to study the Lyapunov and stability exponents for chaotic dynamical systems, where the latter are based on the complex eigenvalues of the product matrix. Because little is known about the universality of the eigenvalue distribution of such product matrices, we then study the product of m induced Ginibre matrices with a fixed trace constraint-which are clearly non-Gaussian-and M - m such Ginibre matrices without constraint. Using an m-fold inverse Laplace transform, we obtain a concise result for the spectral density of such a mixed product matrix at finite matrix size, for arbitrary fixed m and M. Very recently local and global universality was proven by the authors and their coworker for a more general, single elliptic fixed trace ensemble in the bulk of the spectrum. Here, we argue that the spectral density of mixed products is in the same universality class as the product of M independent induced Ginibre ensembles.
引用
收藏
页数:34
相关论文
共 50 条
  • [1] Exact densities of states of fixed trace ensembles of random matrices
    Delannay, R
    Le Caër, G
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2000, 33 (14): : 2611 - 2630
  • [2] Singular Values of Products of Ginibre Random Matrices
    Witte, N. S.
    Forrester, P. J.
    STUDIES IN APPLIED MATHEMATICS, 2017, 138 (02) : 135 - 184
  • [3] Products of random matrices from polynomial ensembles
    Kieburg, Mario
    Koesters, Holger
    ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2019, 55 (01): : 98 - 126
  • [4] Permanental processes from products of complex and quaternionic induced Ginibre ensembles
    Akemann, Gernot
    Ipsen, Jesper R.
    Strahov, Eugene
    RANDOM MATRICES-THEORY AND APPLICATIONS, 2014, 3 (04)
  • [5] Integrable structure of products of finite complex Ginibre random matrices
    Mangazeev, Vladimir V.
    Forrester, Peter J.
    PHYSICA D-NONLINEAR PHENOMENA, 2018, 384 : 39 - 63
  • [6] Differential equations for singular values of products of Ginibre random matrices
    Strahov, Eugene
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2014, 47 (32)
  • [7] Induced Ginibre ensemble of random matrices and quantum operations
    Fischmann, Jonit
    Bruzda, Wojciech
    Khoruzhenko, Boris A.
    Sommers, Hans-Juergen
    Zyczkowski, Karol
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2012, 45 (07)
  • [8] Universality for Products of Random Matrices I: Ginibre and Truncated Unitary Cases
    Liu, Dang-Zheng
    Wang, Yanhui
    INTERNATIONAL MATHEMATICS RESEARCH NOTICES, 2016, 2016 (11) : 3473 - 3524
  • [9] The distributions of the determinant of fixed-trace ensembles of real-symmetric and of Hermitian random matrices
    Le Caer, G
    Delannay, R
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2003, 36 (38): : 9885 - 9898
  • [10] Singular values of products of random matrices and polynomial ensembles
    Kuijlaars, Arno B. J.
    Stivigny, Dries
    RANDOM MATRICES-THEORY AND APPLICATIONS, 2014, 3 (03)