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The spherical ensemble and uniform distribution of points on the sphere

Alishahi, K ; Sharif University of Technology | 2015

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  1. Type of Document: Article
  2. DOI: 10.1214/EJP.v20-3733
  3. Publisher: University of Washington , 2015
  4. Abstract:
  5. The spherical ensemble is a well-studied determinantal process with a fixed number of points on $2. The points of this process correspond to the generalized eigenvalues of two appropriately chosen random matrices, mapped to the surface of the sphere by stereographic projection. This model can be considered as a spherical analogue for other random matrix models on the unit circle and complex plane such as the circular unitary ensemble or the Ginibre ensemble, and is one of the most natural constructions of a (statistically) rotation invariant point process with repelling property on the sphere. In this paper we study the spherical ensemble and its local repelling property by investigating the minimum spacing between the points and the area of the largest empty cap. Moreover, we consider this process as a way of distributing points uniformly on the sphere. To this aim, we study two "metrics" to measure the uniformity of an arrangement of points on the sphere. For each of these metrics (discrepancy and Riesz energies) we obtain some bounds and investigate the asymptotic behavior when the number of points tends to infinity. It is remarkable that though the model is random, because of the repelling property of the points, the behavior can be proved to be as good as the best known constructions (for discrepancy) or even better than the best known constructions (for Riesz energies)
  6. Keywords:
  7. Determinantal point processes ; Discrepancy ; Random matrices ; Riesz energies
  8. Source: Electronic Journal of Probability ; Volume 20 , 2015 , 23, 27 pp ; 10836489 (ISSN)
  9. URL: http://projecteuclid.org/euclid.ejp/1465067129