We explore the information geometric structure of the statistical manifold generated by the k-deformed exponential family. The dually-flat manifold is obtained as a dualistic Hessian structure by introducing suitable generalization of the Fisher metric and affine connections. As a byproduct, we obtain the fluctuation-response relations in the k-formalism based on the k-generalized exponential family.

Information geometry on the kappa-thermostatistics

Scarfone AM
2015

Abstract

We explore the information geometric structure of the statistical manifold generated by the k-deformed exponential family. The dually-flat manifold is obtained as a dualistic Hessian structure by introducing suitable generalization of the Fisher metric and affine connections. As a byproduct, we obtain the fluctuation-response relations in the k-formalism based on the k-generalized exponential family.
2015
Istituto dei Sistemi Complessi - ISC
k-entropy; k-exponential
k-logarithm
information geometry
Fisher metric
dually-flat
fluctuation-response relation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/298571
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