A note on quantum chaology and gamma approximations to eigenvalue spacings for infinite random matrices

Dodson, CTJ (2008) A note on quantum chaology and gamma approximations to eigenvalue spacings for infinite random matrices. In: CHAOS 2008, 3-6 June 2008, Charnia, Crete.

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Abstract

Quantum counterparts of certain simple classical systems can exhibit chaotic behaviour through the statistics of their energy levels and the irregular spectra of chaotic systems are modelled by eigenvalues of infinite random matrices. We use known bounds on the distribution function for eigenvalue spacings for the Gaussian orthogonal ensemble (GOE) of infinite random real symmetric matrices and show that gamma distributions, which have an important uniqueness property, can yield an approximation to the GOE distribution. That has the advantage that then both chaotic and non chaotic cases fit in the information geometric framework of the manifold of gamma distributions, which has been the subject of recent work on neighbourhoods of randomness for general stochastic systems. Additionally, gamma distributions give approximations, to eigenvalue spacings for the Gaussian unitary ensemble (GUE) of infinite random hermitian matrices and for the Gaussian symplectic ensemble (GSE) of infinite random hermitian matrices with real quaternionic elements, except near the origin. Gamma distributions do not precisely model the various analytic systems discussed here, but some features may be useful in studies of qualitative generic properties in applications to data from real systems which manifestly seem to exhibit behaviour reminiscent of near-random processes.

Item Type:	Conference or Workshop Item (Paper)
Additional Information:	This is the set of slides for the presentation
Uncontrolled Keywords:	Random matrices, GOE, GUE, GSE, quantum chaotic, eigenvalue spacing, statistics, gamma distribution, randomness, information geometry
Subjects:	MSC 2010, the AMS's Mathematics Subject Classification > 62 Statistics MSC 2010, the AMS's Mathematics Subject Classification > 81 Quantum theory
Depositing User:	Prof CTJ Dodson
Date Deposited:	27 Jun 2008
Last Modified:	20 Oct 2017 14:12
URI:	https://eprints.maths.manchester.ac.uk/id/eprint/1118

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• A note on quantum chaology and gamma approximations to eigenvalue spacings for infinite random matrices. (deposited 22 Jan 2008)
  • A note on quantum chaology and gamma approximations to eigenvalue spacings for infinite random matrices. (deposited 05 Mar 2008)
    • A note on quantum chaology and gamma approximations to eigenvalue spacings for infinite random matrices. (deposited 27 Jun 2008) [Currently Displayed]

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