On the Wigner law in dilute random matrices

Citation
A. Khorunzhy et Gj. Rodgers, On the Wigner law in dilute random matrices, REP MATH PH, 42(3), 1998, pp. 297-319
Citations number
30
Categorie Soggetti
Physics
Journal title
REPORTS ON MATHEMATICAL PHYSICS
ISSN journal
00344877 → ACNP
Volume
42
Issue
3
Year of publication
1998
Pages
297 - 319
Database
ISI
SICI code
0034-4877(199812)42:3<297:OTWLID>2.0.ZU;2-P
Abstract
We consider ensembles of N x N symmetric matrices whose entries are weakly dependent random variables. We show that random dilution can change the lim iting eigenvalue distribution of such matrices. We prove that under general and natural conditions the normalised eigenvalue counting function coincid es with the semicircle (Wigner) distribution in the limit N --> infinity. This can be explained by the observation that dilution (or more generally, random modulation) eliminates the weak dependence (or correlations) between random matrix entries. It also supports our earlier conjecture that the Wi gner distribution is stable to random dilution and modulation.