The 'wavelet' entropic index q of non-extensive statistical mechanics and superstatistics

Abstract Generalized entropies developed for non-extensive statistical mechanics are derived from the Boltzmann-Gibbs-Shannon entropy by a real number q that is a parameter based on q-calculus; where q is called ‘the entropic index’ and determines the degree of non-extensivity of a system in the interval between 1 and 3. In a very recent study, we introduced a new calculation method of the entropic index q of non-extensive statistical mechanics. In this study, we show the mathematical proof of this calculation method of the entropic index. Firstly, we propose that the number of degrees of freedom, n is proportional to the inverse of the wavelet scale index, n ≡ 1 i s c a l e , where i s c a l e is a wavelet based parameter called wavelet scale index that quantitatively measures the non-periodicity of a signal in the interval between 0 and 1. Then, by applying this proposition to the superstatistics approach, we derive the equation that expresses the relationship between the entropic index and the wavelet scale index, q = 1 + 2 i s c a l e . Therefore, we name this q -index as the ‘wavelet’ entropic index. Lastly, we calculate the Abe entropy, Landsberg-Vedral entropy and q-dualities of the Tsallis entropy of the Logistic Map and Hennon Map using the ‘wavelet’ entropic index, and based on our results, compare and discuss these generalized entropies.

[1]  Nazmi Yılmaz,et al.  Study of Weak Periodic Signals in the EEG Signals and Their Relationship With Postsynaptic Potentials , 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[2]  Nazmi Yılmaz,et al.  Study of the stability of the fermionic instanton solutions by the scale index method , 2018, Physics Letters A.

[3]  Constantino Tsallis,et al.  Generalization of the possible algebraic basis of q-triplets , 2016, 1602.04151.

[4]  Graphs of q-exponentials and q-trigonometric functions , 2016 .

[5]  Z. Long,et al.  q-deformed superstatistics of the anharmonic oscillator for Dirac equation in noncommutative space , 2020, The European Physical Journal Plus.

[6]  Sumiyoshi Abe,et al.  A note on the q-deformation-theoretic aspect of the generalized entropies in nonextensive physics , 1997 .

[7]  C. Beck,et al.  Generalized statistical mechanics of cosmic rays: Application to positron-electron spectral indices , 2017, Scientific Reports.

[8]  V. J. Bolós,et al.  The windowed scalogram difference: A novel wavelet tool for comparing time series , 2017, Appl. Math. Comput..

[9]  M. D. dos Santos Mittag-Leffler functions in superstatistics , 2020, Chaos, Solitons & Fractals.

[10]  A. Parvan Nonextensive statistics of Landsberg-Vedral entropy , 2017, EPJ Web of Conferences.

[11]  O. Penrose Foundations of Statistical Mechanics: A Deductive Treatment , 2005 .

[12]  Christian Beck,et al.  Generalised information and entropy measures in physics , 2009, 0902.1235.

[13]  R. Metzler Superstatistics and non-Gaussian diffusion , 2020 .

[14]  A. Starikov,et al.  Effective number of degrees of freedom of partially coherent sources , 1982 .

[15]  S. Pandey,et al.  What Are Degrees of Freedom , 2008 .

[16]  Rafael Benítez,et al.  A wavelet-based tool for studying non-periodicity , 2010, Comput. Math. Appl..

[17]  A. Bari,et al.  Chi-Square Distribution: New Derivations and Environmental Application , 2019, Journal of Applied Mathematics and Physics.

[18]  S. Mallat A wavelet tour of signal processing , 1998 .

[19]  P. Varotsos,et al.  Precursory variations of Tsallis non-extensive statistical mechanics entropic index associated with the M9 Tohoku earthquake in 2011 , 2020 .

[20]  H. Swinney,et al.  Velocity difference statistics in turbulence. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[21]  P. Landsberg,et al.  Distributions and channel capacities in generalized statistical mechanics , 1998 .

[22]  F. H. Jackson XI.—On q-Functions and a certain Difference Operator , 1909, Transactions of the Royal Society of Edinburgh.

[23]  C. Beck,et al.  Superstatistical generalization of the work fluctuation theorem , 2004 .

[24]  Constantino Tsallis Dynamical scenario for nonextensive statistical mechanics , 2004 .

[25]  Alfréd Rényi,et al.  Probability Theory , 1970 .

[26]  Eberhard Bodenschatz,et al.  Defect turbulence and generalized statistical mechanics , 2004 .

[27]  R. Gray Entropy and Information Theory , 1990, Springer New York.

[28]  Yong Deng,et al.  Generalized Belief Entropy and Its Application in Identifying Conflict Evidence , 2019, IEEE Access.

[29]  J. Gibbs Elementary Principles in Statistical Mechanics: Developed with Especial Reference to the Rational Foundation of Thermodynamics , 1902 .

[30]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[31]  Jean-Pierre Gazeau,et al.  Möbius Transforms, Cycles and q-triplets in Statistical Mechanics , 2019, Entropy.

[32]  Christian Beck Dynamical Foundations of Nonextensive Statistical Mechanics , 2001 .

[33]  Christian Beck,et al.  From time series to superstatistics. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[34]  K. Akdeniz,et al.  Automated system for weak periodic signal detection based on Duffing oscillator , 2020, IET Signal Process..

[35]  F. H. Jackson q-Difference Equations , 1910 .

[36]  K. Akdeniz,et al.  Application of the nonlinear methods in pneumocardiogram signals , 2020, Journal of Biological Physics.

[37]  M. D. dos Santos,et al.  Log-Normal Superstatistics for Brownian Particles in a Heterogeneous Environment , 2020, Physics.

[38]  C. Tsallis Possible generalization of Boltzmann-Gibbs statistics , 1988 .

[39]  K. Akdeniz,et al.  Study of the q-Gaussian distribution with the scale index and calculating entropy by normalized inner scalogram , 2019, Physics Letters A.

[40]  E. Jaynes Information Theory and Statistical Mechanics , 1957 .

[41]  C. Beck Generalized statistical mechanics for superstatistical systems , 2010, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.