On the maximum entropy principle and the minimization of the Fisher information in Tsallis statistics

S Furuichi - Journal of Mathematical Physics, 2009 - pubs.aip.org
We give a new proof of the theorems on the maximum entropy principle in Tsallis statistics.
That is, we show that the q-canonical distribution attains the maximum value of the Tsallis …

Research of automatic medical image segmentation algorithm based on Tsallis entropy and improved PCNN

S Weili, M Yu, C Zhanfang… - … on Mechatronics and …, 2009 - ieeexplore.ieee.org
It needs set parameters on image segmentation based on PCNN (Pulse Coupled Neural
Network) now. This paper points out the new method for medical image segmentation based …

Geometry of distributions associated with Tsallis statistics and properties of relative entropy minimization

A Ohara - Physics Letters A, 2007 - Elsevier
Geometric aspects of Tsallis' nonextensive statistics are discussed by means of geometry
with dual α-connections. Consequently, a close relation with the nonextensivity and …

Thermodynamics of boson systems related to Dunkl differential–difference operators

MR Ubriaco - Physica A: Statistical Mechanics and its Applications, 2014 - Elsevier
We study the thermodynamics of systems based on a Fock space representation inspired by
the differential–difference operators proposed in Dunkl (1989). We calculate thermodynamic …

[HTML][HTML] Universality classes for the Fisher metric derived from relative group entropy

IS Gomez, M Portesi, EP Borges - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
We consider the Fisher metric which results from the Hessian of the relative group entropy,
that we call group Fisher metric. In particular, the metrics corresponding to the Boltzmann …

Notions of the ergodic hierarchy for curved statistical manifolds

IS Gomez - Physica A: Statistical Mechanics and its Applications, 2017 - Elsevier
We present an extension of the ergodic, mixing, and Bernoulli levels of the ergodic hierarchy
for statistical models on curved manifolds, making use of elements of the information …

Stability and anyonic behavior of systems with M-statistics

MR Ubriaco - Physica A: Statistical Mechanics and its Applications, 2013 - Elsevier
Starting with the partition function Z for systems with M-statistics, as proposed in Chen et
al.(1996)[1], we calculate from the metric g α η=∂ ln Z∂ β α β η the scalar curvature R in two …

Stationary and dynamical properties of information entropies in nonextensive systems

H Hasegawa - Physical Review E—Statistical, Nonlinear, and Soft …, 2008 - APS
The Tsallis entropy and Fisher information entropy (matrix) are very important quantities
expressing information measures in nonextensive systems. Stationary and dynamical …

Geometrical aspects of a generalized statistical mechanics

M Portesi, F Pennini, A Plastino - Physica A: Statistical Mechanics and its …, 2007 - Elsevier
We discuss here the use of generalized forms of entropy, taken as information measures, to
characterize phase transitions and critical behavior in thermodynamic systems. Our study is …

Geometry of quantum group invariant systems

MR Ubriaco - Physics Letters A, 2012 - Elsevier
Starting with the partition functions for quantum group invariant systems we calculate the
metric in the two-dimensional space defined by the parameters β and γ=− β μ and the …