The q-exponential family in statistical physics
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.- Publication:
-
Journal of Physics Conference Series
- Pub Date:
- December 2010
- DOI:
- arXiv:
- arXiv:0911.5392
- Bibcode:
- 2010JPhCS.201a2003N
- Keywords:
-
- Condensed Matter - Statistical Mechanics
- E-Print:
- Contribution to the proceedings of the Kyoto RIMS workshop: "Mathematical Aspects of Generalized Entropies and their Applications", to appear in Journal of Physics: Conference series