English

Singular Values of Products of Ginibre Random Matrices

Classical Analysis and ODEs 2016-05-04 v1 Mathematical Physics math.MP Exactly Solvable and Integrable Systems

Abstract

The squared singular values of the product of MM complex Ginibre matrices form a biorthogonal ensemble, and thus their distribution is fully determined by a correlation kernel. The kernel permits a hard edge scaling to a form specified in terms of certain Meijer G-functions, or equivalently hypergeometric functions 0FM{}_0 F_M, also referred to as hyper-Bessel functions. In the case M=1M=1 it is well known that the corresponding gap probability for no squared singular values in (0,s)(0,s) can be evaluated in terms of a solution of a particular sigma form of the Painlev\'e III' system. One approach to this result is a formalism due to Tracy and Widom, involving the reduction of a certain integrable system. Strahov has generalised this formalism to general M1M \ge 1, but has not exhibited its reduction. After detailing the necessary working in the case M=1M=1, we consider the problem of reducing the 12 coupled differential equations in the case M=2M=2 to a single differential equation for the resolvent. An explicit 4-th order nonlinear is found for general hard edge parameters. For a particular choice of parameters, evidence is given that this simplifies to a much simpler third order nonlinear equation. The small and large ss asymptotics of the 4-th order equation are discussed, as is a possible relationship of the M=2M=2 systems to so-called 4-dimensional Painlev\'e-type equations.

Keywords

Cite

@article{arxiv.1605.00704,
  title  = {Singular Values of Products of Ginibre Random Matrices},
  author = {N. S. Witte and P. J. Forrester},
  journal= {arXiv preprint arXiv:1605.00704},
  year   = {2016}
}

Comments

33 pages, 4 figures, 1 table