Spectra of random linear combinations of matrices defined via representations and Coxeter generators of the symmetric group
Evans, Steven N.
Ann. Probab., Tome 37 (2009) no. 1, p. 726-741 / Harvested from Project Euclid
We consider the asymptotic behavior as n→∞ of the spectra of random matrices of the form ¶ \[\frac{1}{\sqrt{n-1}}\sum_{k=1}^{n-1}Z_{nk}\rho_{n}\bigl ((k,k+1)\bigr),\] ¶ where for each n the random variables Znk are i.i.d. standard Gaussian and the matrices ρn((k, k+1)) are obtained by applying an irreducible unitary representation ρn of the symmetric group on {1, 2, …, n} to the transposition (k, k+1) that interchanges k and k+1 [thus, ρn((k, k+1)) is both unitary and self-adjoint, with all eigenvalues either +1 or −1]. Irreducible representations of the symmetric group on {1, 2, …, n} are indexed by partitions λn of n. A consequence of the results we establish is that if λn,1≥λn,2≥⋯≥0 is the partition of n corresponding to ρn, μn,1≥μn,2≥⋯≥0 is the corresponding conjugate partition of n (i.e., the Young diagram of μn is the transpose of the Young diagram of λn), limn→∞λn,i/n=pi for each i≥1, and limn→∞μn,j/n=qj for each j≥1, then the spectral measure of the resulting random matrix converges in distribution to a random probability measure that is Gaussian with random mean θZ and variance 1−θ2, where θ is the constant ∑ipi2−∑jqj2 and Z is a standard Gaussian random variable.
Publié le : 2009-03-15
Classification:  Random matrix,  eigenvalue,  irreducible representation,  transposition,  Coxeter generator,  Hermite polynomial,  Wiener integral,  character ratio,  Young’s orthogonal representation,  domino tiling,  15A52,  60F99,  20C30
@article{1241099927,
     author = {Evans, Steven N.},
     title = {Spectra of random linear combinations of matrices defined via representations and Coxeter generators of the symmetric group},
     journal = {Ann. Probab.},
     volume = {37},
     number = {1},
     year = {2009},
     pages = { 726-741},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1241099927}
}
Evans, Steven N. Spectra of random linear combinations of matrices defined via representations and Coxeter generators of the symmetric group. Ann. Probab., Tome 37 (2009) no. 1, pp.  726-741. http://gdmltest.u-ga.fr/item/1241099927/