Matrix models for circular ensembles
Abstract
We describe an ensemble of (sparse) random matrices whose eigenvalues follow the Gibbs distribution for n particles of the Coulomb gas on the unit circle at inverse temperature beta. Our approach combines elements from the theory of orthogonal polynomials on the unit circle with ideas from recent work of Dumitriu and Edelman. In particular, we resolve a question left open by them: find a tri-diagonal model for the Jacobi ensemble.
- Publication:
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arXiv Mathematics e-prints
- Pub Date:
- October 2004
- DOI:
- arXiv:
- arXiv:math/0410034
- Bibcode:
- 2004math.....10034K
- Keywords:
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- Spectral Theory;
- Mathematical Physics;
- 15A52
- E-Print:
- 28 pages