Random Block Matrices and Matrix Orthogonal Polynomials |
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Authors: | Holger Dette Bettina Reuther |
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Affiliation: | (1) Institute of Industrial Science, University of Tokyo, Komaba 4-6-1, Meguro-ku Tokyo, 153-8505, Japan;(2) Department of Mathematics and Informatics, Chiba University, Yayoi-cho 1-33, Inage-ku Chiba, 263-8522, Japan |
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Abstract: | In this paper we consider random block matrices, which generalize the general beta ensembles recently investigated by Dumitriu and Edelmann (J. Math. Phys. 43:5830–5847, 2002; Ann. Inst. Poincaré Probab. Stat. 41:1083–1099, 2005). We demonstrate that the eigenvalues of these random matrices can be uniformly approximated by roots of matrix orthogonal polynomials which were investigated independently from the random matrix literature. As a consequence, we derive the asymptotic spectral distribution of these matrices. The limit distribution has a density which can be represented as the trace of an integral of densities of matrix measures corresponding to the Chebyshev matrix polynomials of the first kind. Our results establish a new relation between the theory of random block matrices and the field of matrix orthogonal polynomials, which have not been explored so far in the literature. |
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