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相关论文: Beyond the Shannon-Khinchin Formulation: The Compo…

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We shall prove that the celebrated R\'enyi entropy is the first example of a new family of infinitely many multi-parametric entropies. We shall call them the $Z$-entropies. Each of them, under suitable hypotheses, generalizes the celebrated…

数学物理 · 物理学 2017-02-07 Piergiulio Tempesta

Shannon and Khinchin showed that assuming four information theoretic axioms the entropy must be of Boltzmann-Gibbs type, $S=-\sum_i p_i \log p_i$. Here we note that in physical systems one of these axioms may be violated. For non-ergodic…

统计力学 · 物理学 2015-03-19 Stefan Thurner , Rudolf Hanel

The entropy of Boltzmann-Gibbs, as proved by Shannon and Khinchin, is based on four axioms, where the fourth one concerns additivity. The group theoretic entropies make use of formal group theory to replace this axiom with a more general…

统计力学 · 物理学 2018-11-14 Henrik Jeldtoft Jensen , Piergiulio Tempesta

We propose a unifying picture where the notion of generalized entropy is related to information theory by means of a group-theoretical approach. The group structure comes from the requirement that an entropy be well defined with respect to…

统计力学 · 物理学 2016-04-13 Gabriele Sicuro , Piergiulio Tempesta

Recently, in [P. Jizba and J. Korbel, Physica A 444, 2016, 808-827], four generalized Shannon-Khinchin [GSK] axioms have been proposed and a generalized entropy which uniquely satisfies the GSK axioms has been derived. In this comment, we…

数学物理 · 物理学 2016-09-05 Velimir M. Ilic , Miomir S. Stankovic

It is by now well known that the Boltzmann-Gibbs-von Neumann-Shannon logarithmic entropic functional ($S_{BG}$) is inadequate for wide classes of strongly correlated systems: see for instance the 2001 Brukner and Zeilinger's {\it Conceptual…

统计力学 · 物理学 2015-05-20 Constantino Tsallis

To characterize strongly interacting statistical systems within a thermodynamical framework - complex systems in particular - it might be necessary to introduce generalized entropies, $S_g$. A series of such entropies have been proposed in…

经典物理 · 物理学 2010-07-05 Rudolf Hanel , Stefan Thurner

For statistical systems that violate one of the four Shannon-Khinchin axioms, entropy takes a more general form than the Boltzmann-Gibbs entropy. The framework of superstatistics allows one to formulate a maximum entropy principle with…

经典物理 · 物理学 2012-11-13 Rudolf Hanel , Stefan Thurner , Murray Gell-Mann

A multi-parametric version of the nonadditive entropy $S_{q}$ is introduced. This new entropic form, denoted by $S_{a,b,r}$, possesses many interesting statistical properties, and it reduces to the entropy $S_q$ for $b=0$, $a=r:=1-q$ (hence…

统计力学 · 物理学 2016-02-17 Evaldo M. F. Curado , Piergiulio Tempesta , Constantino Tsallis

Shannon entropy, a cornerstone of information theory, statistical physics and inference methods, is uniquely identified by the Shannon-Khinchin or Shore-Johnson axioms. Generalizations of Shannon entropy, motivated by the study of…

数据分析、统计与概率 · 物理学 2026-04-20 Andrea Somazzi , Diego Garlaschelli

Recently, Suyari has proposed a generalization of Shannon-Khinchin axioms, which determines a class of entropies containing the well-known Tsalis and Havrda-Charvat entropies [H. Suyari, IEEE Trans. Inf. Theory, vol. 50, pp. 1783-1787, Aug.…

数学物理 · 物理学 2012-12-03 Velimir M. Ilic , Miomir S. Stankovic , Edin H. Mulalic

Curado \textit{et al.} [Ann. Phys. \textbf{366} (2016) 22] have recently studied the axiomatic structure and the universality of a three-parameter trace-form entropy inspired by the group-theoretical structure. In this work, we study the…

统计力学 · 物理学 2017-03-08 Bilal Canturk , Thomas Oikonomou , G. Baris Bagci

Conventional Boltzmann--Gibbs statistical mechanics successfully describes systems with weak to moderate correlations, where the number of accessible configurations $W(N)$ grows exponentially with the number of degrees of freedom~$N$.…

统计力学 · 物理学 2026-03-05 Henrik Jeldtoft Jensen , Petr Jizba , Piergiulio Tempesta

We consider the Shannon-Khinchin axiomatic systems for the characterization of generalized entropies such as Sharma-Mital and Frank-Daffertshofer entropy. We provide the generalization of Shannon-Khinchin axioms and give the corresponding…

数学物理 · 物理学 2015-06-17 Velimir M. Ilic , Miomir S. Stankovic

The paper suggests the concepts of an upper entropy and a lower entropy. We propose a new axiomatic definition, namely, upper entropy axioms, inspired by axioms of metric spaces, and also formulate lower entropy axioms. We also develop weak…

概率论 · 数学 2015-06-22 Jin-Li Guo , Qi Suo

Wada and Suyari proposed a two-parameter generalization of Shannon-Khinchin axioms (TGSK axioms) [T. Wada and H. Suyari, Physics Letters A, 368(3)]. We derive a new class of entropies which differs from Wada-Suyari's class by fixing the…

数学物理 · 物理学 2013-01-30 Velimir M. Ilic , Edin H. Mulalic , Miomir S. Stankovic

The requirement that an entropy function be composable is key: it means that the entropy of a compound system can be calculated in terms of the entropy of its independent components. We prove that, under mild regularity assumptions, the…

数学物理 · 物理学 2018-01-17 Alberto Enciso , Piergiulio Tempesta

Since its origin in the thermodynamics of the 19th century, the concept of entropy has also permeated other fields of physics and mathematics, such as Classical and Quantum Statistical Mechanics, Information Theory, Probability Theory,…

机器学习 · 统计学 2025-03-06 Salomé A. Sepúveda Fontaine , José M. Amigó

The notion of group entropy is proposed. It enables to unify and generalize many different definitions of entropy known in the literature, as those of Boltzmann-Gibbs, Tsallis, Abe and Kaniadakis. Other new entropic functionals are…

统计力学 · 物理学 2015-05-28 Piergiulio Tempesta

Superstatistics describes statistical systems that behave like superpositions of different inverse temperatures $\beta$, so that the probability distribution is $p(\epsilon_i) \propto \int_{0}^{\infty} f(\beta) e^{-\beta \epsilon_i}d\beta$,…

统计力学 · 物理学 2016-10-03 Rudolf Hanel , Stefan Thurner , Murray Gell-Mann
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