Differential equations for singular values of products of Ginibre random matrices

It was proved by Akemann et al (2013 Phys. Rev. E 88 052118) that squared singular values of products of M complex Ginibre random matrices form a determinantal point process whose correlation kernel is expressible in terms of Meijerʼs G-functions. Kuijlaars and Zhang (arXiv:1308.1003) recently showed that at the edge of the spectrum, this correlation kernel has a remarkable scaling limit which can be understood as a generalization of the classical Bessel kernel of random matrix theory. In this paper we investigate the Fredholm determinant of the operator with the kernel , where J is a disjoint union of intervals, , and is the characteristic function of the set J. This Fredholm determinant is equal to the probability that J contains no particles of the limiting determinantal point process defined by (the gap probability). We derive the Hamiltonian differential associated with the corresponding Fredholm determinant, and relate them with the monodromy preserving deformation equations of the Jimbo, Miwa, Mori, Ueno and Sato theory. In the special case we give a formula for the gap probability in terms of a solution of a system of nonlinear ordinary differential equations.

[1]  J. Szmigielski,et al.  Cauchy–Laguerre Two-Matrix Model and the Meijer-G Random Point Field , 2012, 1211.5369.

[2]  C. W. Clenshaw,et al.  The special functions and their approximations , 1972 .

[3]  Peter J. Forrester,et al.  Eigenvalue statistics for product complex Wishart matrices , 2014, 1401.2572.

[4]  Craig A. Tracy,et al.  Mathematical Physics © Springer-Verlag 1994 Level Spacing Distributions and the Bessel Kernel , 1993 .

[5]  V. Spiridonov,et al.  Yang–Baxter equation, parameter permutations, and the elliptic beta integral , 2012, 1205.3520.

[6]  Lun Zhang,et al.  Singular Values of Products of Ginibre Random Matrices, Multiple Orthogonal Polynomials and Hard Edge Scaling Limits , 2013, 1308.1003.

[7]  Yao-Z Zhang On the solvability of the quantum Rabi model and its 2-photon and two-mode generalizations , 2013, 1304.3982.

[8]  P. Moerbeke,et al.  Random matrices, Virasoro algebras, and noncommutative KP , 1998, solv-int/9812006.

[9]  Eugene Strahov,et al.  Hole Probabilities and Overcrowding Estimates for Products of Complex Gaussian Matrices , 2012, 1211.1576.

[10]  Z. Burda,et al.  Universal microscopic correlation functions for products of independent Ginibre matrices , 2012, 1208.0187.

[11]  Kartick Adhikari,et al.  Determinantal point processes in the plane from products of random matrices , 2013, 1308.6817.

[12]  P. Moerbeke,et al.  Random Matrices, Vertex Operators and the Virasoro-algebra , 1995 .

[13]  Craig A. Tracy,et al.  Mathematical Physics © Springer-Verlag 1994 Fredholm Determinants, Differential Equations and Matrix Models , 2022 .

[14]  Lu Wei,et al.  Singular value correlation functions for products of Wishart random matrices , 2013, ArXiv.

[15]  Integrable Fredholm Operators and Dual Isomonodromic Deformations , 1997, solv-int/9706002.

[16]  Gernot Akemann,et al.  Products of rectangular random matrices: singular values and progressive scattering. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  Michio Jimbo,et al.  Monodromy preserving deformation of linear ordinary differential equations with rational coefficients. III , 1981 .

[18]  C. Tracy,et al.  SYSTEMS OF PARTIAL DIFFERENTIAL EQUATIONS FOR A CLASS OF OPERATOR DETERMINANTS , 1995 .

[19]  Leonard M. Adleman,et al.  Proof of proposition 3 , 1992 .

[20]  Athanassios S. Fokas,et al.  Painleve Transcendents: The Riemann-hilbert Approach , 2006 .

[21]  Lun Zhang,et al.  A note on the limiting mean distribution of singular values for products of two Wishart random matrices , 2013, 1305.0726.

[22]  M. Jimbo,et al.  Density matrix of an impenetrable Bose gas and the fifth Painlevé transcendent , 1980 .

[23]  Ralf R. Muller On the asymptotic eigenvalue distribution of concatenated vector-valued fading channels , 2001 .

[24]  C. Tracy,et al.  Introduction to Random Matrices , 1992, hep-th/9210073.

[25]  J. Baik,et al.  The Oxford Handbook of Random Matrix Theory , 2011 .

[26]  Alexei Borodin Biorthogonal ensembles , 1998 .

[27]  P. Moerbeke Random and Integrable Models in Mathematics and Physics , 2007, 0712.3847.

[28]  Vladimir E. Korepin,et al.  Differential Equations for Quantum Correlation Functions , 1990 .

[29]  J. Harnad On the Bilinear Equations for Fredholm Determinants Appearing in Random Matrices , 1999, solv-int/9906004.

[30]  Mario Kieburg,et al.  Weak commutation relations and eigenvalue statistics for products of rectangular random matrices. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[31]  Hamiltonian Structure of Equations Appearing in Random Matrices , 1993, hep-th/9301051.

[32]  Michio Jimbo,et al.  Monodromy preserving deformation of linear ordinary differential equations with rational coefficients: I. General theory and τ-function , 1981 .

[33]  Deformation analysis of matrix models , 1994, hep-th/9403023.

[34]  P. Forrester Log-Gases and Random Matrices , 2010 .

[35]  V. Buslaev,et al.  Differential Operators and Spectral Theory: M. Sh. Birman’s 70th Anniversary Collection , 1999 .