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The maximum entropy principle is largely used in thresholding and segmentation of images. Among the several formulations of this principle, the most effectively applied is that based on Tsallis non-extensive entropy. Here, we discuss the…

计算机视觉与模式识别 · 计算机科学 2015-08-06 Amelia Carolina Sparavigna

In this paper, we study the complicated dynamics of infinite dimensional random dynamical systems which include deterministic dynamical systems as their special cases in a Polish space. Without assuming any hyperbolicity, we proved if a…

动力系统 · 数学 2015-04-28 Wen Huang , Kening Lu

The q-exponential distributions, which are generalizations of the Zipf-Mandelbrot power-law distribution, are frequently encountered in complex systems at their stationary states. From the viewpoint of the principle of maximum entropy, they…

统计力学 · 物理学 2009-11-07 Sumiyoshi Abe

There are numerous characterizations of Shannon entropy and Tsallis entropy as measures of information obeying certain properties. Using work by Faddeev and Furuichi, we derive a very simple characterization. Instead of focusing on the…

信息论 · 计算机科学 2017-08-22 John C. Baez , Tobias Fritz , Tom Leinster

Experimental particle spectra can be successfully described by power-law tailed energy distributions characteristic to canonical equilibrium distributions associated to R\'enyi's or Tsallis' entropy formula - over a wide range of energies,…

核理论 · 物理学 2013-06-27 T. S. Biró , E. Molnár

According to a previous conjecture, spatial and temporal Lyapunov exponents of chaotic extended systems can be obtained from derivatives of a suitable function: the entropy potential. The validity and the consequences of this hypothesis are…

chao-dyn · 物理学 2009-10-30 Stefano Lepri , Antonio Politi , Alessandro Torcini

In this article, the dynamics and complexity of a noise induced blood flow system have been investigated. Changes in the dynamics have been recognized by measuring the periodicity over significant parameters. Chaotic as well as non-chaotic…

适应与自组织系统 · 物理学 2020-01-08 Bo Yan , Sayan Mukherjee , Shaobo He

This article proposes a new two-parameter generalized entropy, which can be reduced to the Tsallis and the Shannon entropy for specific values of its parameters. We develop a number of information-theoretic properties of this generalized…

数学物理 · 物理学 2024-05-02 Supriyo Dutta , Shigeru Furuichi , Partha Guha

We study the connection between the appearance of a `metastable' behavior of weakly chaotic orbits, characterized by a constant rate of increase of the Tsallis q-entropy (Tsallis 1988), and the solutions of the variational equations of…

混沌动力学 · 物理学 2011-11-09 G. Lukes-Gerakopoulos , N. Voglis , C. Efthymiopoulos

Statistical mechanics is generalized on the basis of an information theory for inexact or incomplete probability distributions. A parameterized normalization is proposed and leads to a nonextensive entropy. The resulting incomplete…

统计力学 · 物理学 2015-06-24 Qiuping A. Wang

The Tsallis entropy and Fisher information entropy (matrix) are very important quantities expressing information measures in nonextensive systems. Stationary and dynamical properties of the information entropies have been investigated in…

统计力学 · 物理学 2009-11-13 Hideo Hasegawa

A nonextensive thermostatic approach to chaotic dynamical systems is developed by expressing generalized Tsallis distribution as escort distribution. We explicitly show the thermodynamic limit and also derive the Legendre Transform…

统计力学 · 物理学 2009-10-31 Ramandeep S. Johal , Renuka Rai

The notion of $\Delta$-weakly mixing set is introduced, which shares similar properties of weakly mixing sets. It is shown that if a dynamical system has positive topological entropy, then the collection of $\Delta$-weakly mixing sets is…

动力系统 · 数学 2016-11-08 Wen Huang , Jian Li , Xiangdong Ye , Xiaoyao Zhou

A chain rule and a subadditivity for the entropy of type $\beta$, which is one of the nonadditive entropies, were derived by Z.Dar\'oczy. In this paper, we study the further relations among Tsallis type entropies which are typical…

统计力学 · 物理学 2015-06-24 Shigeru Furuichi

Characterizing the emergence of chaotic dynamics of complex networks is an essential task in nonlinear science with potential important applications in many fields such as neural control engineering, microgrid technologies, and ecological…

适应与自组织系统 · 物理学 2024-04-29 Ricardo Chacón , Pedro J. Martínez

We demonstrate and discuss the process of gaining information and show an example in which some specific way of gaining information about an object results in the Tsallis form of entropy rather than in the Shannon one.

统计力学 · 物理学 2009-11-13 Grzegorz Wilk , Zbigniew Wlodarczyk

We define the notion of localizable property for a dynamical system. Then we survey three properties of complexity and relate how they are known to be typical among differentiable dynamical systems. These notions are the fast growth of the…

动力系统 · 数学 2020-04-22 Pierre Berger

How complex of the complex networks has attracted many researchers to explore it. The entropy is an useful method to describe the degree of the $complex$ of the complex networks. In this paper, a new method which is based on the Tsallis…

社会与信息网络 · 计算机科学 2015-01-29 Qi Zhang , Meizhu Li , Yong Deng , Sankaran Mahadevan

We study the problem of detecting the structure of a complex dynamical system described by a set of deterministic differential equation that contains a Hamiltonian subsystem, without any information on the explicit form of evolution laws.…

数据分析、统计与概率 · 物理学 2015-12-21 György Steinbrecher , Giorgio Sonnino

We address the generalized uncertainty principle in scenarios of successive measurements. Uncertainties are characterized by means of generalized entropies of both the R\'{e}nyi and Tsallis types. Here, specific features of measurements of…

量子物理 · 物理学 2018-05-30 Alexey E. Rastegin