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Tsallis entropy information


In physics, the Tsallis entropy is a generalization of the standard Boltzmann–Gibbs entropy. It is proportional to the expectation of the q-logarithm of a distribution.

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Tsallis entropy

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In physics, the Tsallis entropy is a generalization of the standard Boltzmann–Gibbs entropy. It is proportional to the expectation of the q-logarithm...

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Tsallis distribution

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In statistics, a Tsallis distribution is a probability distribution derived from the maximization of the Tsallis entropy under appropriate constraints...

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Tsallis statistics

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Constantino Tsallis. Using that collection, it is possible to derive Tsallis distributions from the optimization of the Tsallis entropic form. A continuous...

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Constantino Tsallis

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daughter. Tsallis is an External Professor of the Santa Fe Institute. Tsallis is credited with introducing the notion of what is known as Tsallis entropy and...

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Normal distribution

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Gaussian distribution, in the sense that it maximises the Tsallis entropy, and is one type of Tsallis distribution. This distribution is different from the...

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Decision tree learning

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impurity is also an information theoretic measure and corresponds to Tsallis Entropy with deformation coefficient q = 2 {\displaystyle q=2} , which in physics...

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Nonextensive entropy

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has proposed a nonextensive entropy (Tsallis entropy), which is a generalization of the traditional Boltzmann–Gibbs entropy. The rationale behind the theory...

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Free entropy

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A thermodynamic free entropy is an entropic thermodynamic potential analogous to the free energy. Also known as a Massieu, Planck, or Massieu–Planck potentials...

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Statistical finance

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transitions, criticality, self-organized criticality, non-extensivity (see Tsallis entropy), q-Gaussian models, and agents based models (see agent based model);...

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Wavelet packet decomposition

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Wavelet Packet Transform with Tsallis Entropy and Generalized Eigenvalue Proximal Support Vector Machine (GEPSVM)". Entropy. 17 (4): 1795–1813. Bibcode:2015Entrp...

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Topological data analysis

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consideration of a deformed left-action generalises the framework to Tsallis entropies. The information cohomology is an example of ringed topos. Multivariate...

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Catalog of articles in probability theory

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function / (1:D) Tsallis entropy / (1:DC) Almost surely / (1:C) (LS:D) Continuity correction / (1:DC) Edgeworth series / (1:C) Entropy / (1:BDC) Indecomposable...

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Kaniadakis exponential distribution

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probability distribution arising from the maximization of the Kaniadakis entropy under appropriate constraints. It is one example of a Kaniadakis distribution...

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List of statistics articles

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distribution Truncated regression model Truncation (statistics) Tsallis distribution Tsallis statistics Tschuprow's T Tucker decomposition Tukey's range test –...

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Kaniadakis distribution

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related to different constraints used in the maximization of the Kaniadakis entropy, such as the κ-Exponential distribution, κ-Gaussian distribution, Kaniadakis...

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Superstatistics

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follows a Gamma distribution, the resulting superstatistics corresponds to Tsallis statistics. Superstatistics can also lead to other statistics such as power-law...

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Kaniadakis Gaussian distribution

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generalization of the Gaussian distribution from the maximization of the Kaniadakis entropy under appropriated constraints. It is one example of a Kaniadakis κ-distribution...

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