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Two-parameter deformations of logarithm, exponential, and entropy: A consistent framework for generalized statistical mechanics

G. Kaniadakis, M. Lissia, and A. M. Scarfone
Phys. Rev. E 71, 046128 – Published 20 April 2005

Abstract

A consistent generalization of statistical mechanics is obtained by applying the maximum entropy principle to a trace-form entropy and by requiring that physically motivated mathematical properties are preserved. The emerging differential-functional equation yields a two-parameter class of generalized logarithms, from which entropies and power-law distributions follow: these distributions could be relevant in many anomalous systems. Within the specified range of parameters, these entropies possess positivity, continuity, symmetry, expansibility, decisivity, maximality, concavity, and are Lesche stable. The Boltzmann-Shannon entropy and some one-parameter generalized entropies already known belong to this class. These entropies and their distribution functions are compared, and the corresponding deformed algebras are discussed.

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  • Received 28 September 2004

DOI:https://doi.org/10.1103/PhysRevE.71.046128

©2005 American Physical Society

Authors & Affiliations

G. Kaniadakis1,*, M. Lissia2,†, and A. M. Scarfone1,2,‡

  • 1Dipartimento di Fisica and Istituto Nazionale di Fisica della Materia (INFM), Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
  • 2Istituto Nazionale di Fisica Nucleare (INFN) and Physics Department, Università di Cagliari, I-09042 Monserrato (CA), Italy

  • *Electronic address: giorgio.kaniadakis@polito.it
  • Electronic address: marcello.lissia@ca.infn.it
  • Electronic address: antonio.scarfone@polito.it

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Issue

Vol. 71, Iss. 4 — April 2005

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Images

  • Figure 1
    Figure 1
    Parameter space (κ,r) for the logarithm (3.16). The shaded region represents the constraints of Eq. (4.7) on the parameters. The four lines, dashed, dotted, solid, and dash-dotted, correspond to the Tsallis (6.1), Abe (6.5), κ (6.7), and γ (6.12) logarithm, respectively.Reuse & Permissions
  • Figure 2
    Figure 2
    Four one-parameter entropies for several values of the deformed parameter as a function of p in a two-level system: (a) Tsallis entropy Eq. (7.7); (b) Abe entropy Eq. (7.8); (c) κ entropy Eq. (7.9); and (d) γ entropy Eq. (7.10). Broken curves with the same style show entropies whose corresponding distributions have the same power-law asymptotic decay xν, ν=1,43, 2, and 4 from top to bottom; the solid curves show the Shannon entropy.Reuse & Permissions
  • Figure 3
    Figure 3
    The generalized Boltzmann factors that correspond to entropies in Fig. 2.Reuse & Permissions
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