Origin of generalized entropies and generalized statistical mechanics for superstatistical multifractal systems

被引:3
作者
Gadjiev, Bahruz [1 ]
Progulova, Tatiana [1 ]
机构
[1] Int Univ Nat Soc & Man, Dubna, Russia
来源
BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING (MAXENT 2014) | 2015年 / 1641卷
关键词
Complex systems; Generalized maximum entropy principle; Fokker - Planck equation; Superstatistics; Fractal; Multifractal;
D O I
10.1063/1.4906027
中图分类号
O59 [应用物理学];
学科分类号
摘要
We consider a multifractal structure as a mixture of fractal substructures and introduce a distribution function f(a), where a is a fractal dimension. Then we can introduce g(p) similar to integral(mu)(-ln p) e(-y) f(y)dy and show that the distribution functions f(alpha) in the form of f(alpha) = delta(alpha - 1), f(alpha) = delta(alpha - theta), f(alpha) = 1/alpha - 1, f(y) = y(alpha-1) lead to the Boltzmann - Gibbs, Shafee, Tsallis and Anteneodo - Plastino entropies conformably. Here delta(x) is the Dirac delta function. Therefore the Shafee entropy corresponds to a fractal structure, the Tsallis entropy describes a multifractal structure with a homogeneous distribution of fractal substructures and the Anteneodo - Plastino entropy appears in case of a power law distribution f(y). We consider the Fokker - Planck equation for a fractal substructure and determine its stationary solution. To determine the distribution function of a multifractal structure we solve the two-dimensional Fokker - Planck equation and obtain its stationary solution. Then applying the Bayes theorem we obtain a distribution function for the entire system in the form of q-exponential function. We compare the results of the distribution functions obtained due to the superstatistical approach with the ones obtained according to the maximum entropy principle.
引用
收藏
页码:595 / 602
页数:8
相关论文
共 10 条
[1]  
Abe S., 2012, ARXIV12081957
[2]   Maximum entropy approach to stretched exponential probability distributions [J].
Anteneodo, C ;
Plastino, AR .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1999, 32 (07) :1089-1097
[3]   Generalized statistical mechanics for superstatistical systems [J].
Beck, Christian .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2011, 369 (1935) :453-465
[4]   Generalised information and entropy measures in physics [J].
Beck, Christian .
CONTEMPORARY PHYSICS, 2009, 50 (04) :495-510
[5]   Superstatistics [J].
Cohen, EGD .
PHYSICA D-NONLINEAR PHENOMENA, 2004, 193 (1-4) :35-52
[6]   When do generalized entropies apply? How phase space volume determines entropy [J].
Hanel, R. ;
Thurner, S. .
EPL, 2011, 96 (05)
[7]   Generalized entropies and the transformation group of superstatistics [J].
Hanel, Rudolf ;
Thurner, Stefan ;
Gell-Mann, Murray .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (16) :6390-6394
[8]   Lambert function and a new non-extensive form of entropy [J].
Shafee, Fariel .
IMA JOURNAL OF APPLIED MATHEMATICS, 2007, 72 (06) :785-800
[9]  
Tarasov VE, 2011, NONLINEAR PHYS SCI, P1
[10]   Superstatistical distributions from a maximum entropy principle [J].
Van der Straeten, Erik ;
Beck, Christian .
PHYSICAL REVIEW E, 2008, 78 (05)