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PDE for spectral gap probabilities of random single and coupled matrices and Toda lattice.
Probability| Speaker: | Igor Rumanov, UC Davis |
| Location: | 1147 MSB |
| Start time: | Wed, Jan 27 2010, 4:10PM |
Description
Direct connection is exposed between the equations in random matrix (RM)
theory, derived by different - Tracy-Widom and Adler-Shiota-van Moerbeke
- methods. Simple relations are obtained between the eigenvalue spacing
probabilities considered as ratios of 1-dim. Toda lattice
$\tau$-functions on one side, and auxiliary variables appearing in the
approach to the probabilities using resolvent kernels of Fredholm
operators on the other side. A unified description of unitary invariant
RM ensembles (UE) is found in terms of universal, i.e. independent of
the specific probability measure, PDE for gap probabilities. At the core
of my considerations were the three-term recurrence relations for
orthogonal polynomials (OP) and their relation with 1-dim. Toda lattice
(or Toda-AKNS) integrable hierarchy.
Toda-AKNS system provides a common structure of PDE for UE, which
appears in different guises: one arises from OP-Toda lattice relations,
while the other comes from Schlesinger equations for isomonodromic
deformations and their tie with TW equations.
Similar connections for coupled Hermitian Gaussian matrices, related to
2-dim. Toda lattice hierarchy, are found, they helped the more difficult
analysis of probabilities for coupled case, with potential applications
to random growth processes and other nonstationary nonlinear phenomena.
