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A step beyond Tsallis and Renyi entropies

2005/05/04 by Marco Masi · 2 citations
Physics and Astronomy · #cond-mat.stat-mech

paper · pdf · doi:10.1016/j.physleta.2005.01.094

published as Physics Letters A Volume 338, Issues 3-5, 2 May 2005, Pages 217-224

arxiv created 2005/05/04 · arxiv updated 2014/10/13

Abstract

Tsallis and Rényi entropy measures are two possible different generalizations of the Boltzmann-Gibbs entropy (or Shannon's information) but are not generalizations of each others. It is however the Sharma-Mittal measure, which was already defined in 1975 (B.D. Sharma, D.P. Mittal, J.Math.Sci 10, 28) and which received attention only recently as an application in statistical mechanics (T.D. Frank & A. Daffertshofer, Physica A 285, 351 & T.D. Frank, A.R. Plastino, Eur. Phys. J., B 30, 543-549) that provides one possible unification. We will show how this generalization that unifies Rényi and Tsallis entropy in a coherent picture naturally comes into being if the q-formalism of generalized logarithm and exponential functions is used, how together with Sharma-Mittal's measure another possible extension emerges which however does not obey a pseudo-additive law and lacks of other properties relevant for a generalized thermostatistics, and how the relation between all these information measures is best understood when described in terms of a particular logarithmic Kolmogorov-Nagumo average.

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