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The following article is Open access

The q-exponential family in statistical physics

Published under licence by IOP Publishing Ltd
, , Citation Jan Naudts 2010 J. Phys.: Conf. Ser. 201 012003 DOI 10.1088/1742-6596/201/1/012003

1742-6596/201/1/012003

Abstract

The Boltzmann-Gibbs probability distribution, seen as a statistical model, belongs to the exponential family. Recently, the latter concept has been generalized. The q-exponential family has been shown to be relevant for the statistical description of small isolated systems. Two main applications are reviewed: 1. The distribution of the momentum of a single particle is a q-Gaussian, the distribution of its velocity is a deformed Maxwellian; 2. The configurational density distribution belongs to the q-exponential family.

The definition of the temperature of small isolated systems is discussed. It depends on defining the thermodynamic entropy of a microcanonical ensemble in a suitable manner. The simple example of non-interacting harmonic oscillators shows that Rényi's entropy functional leads to acceptable results.

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