학술논문

Majorizatiuon and Zipf-Mandelbrot law.
Document Type
Article
Source
Tbilisi Mathematical Journal. 2018, Vol. 11 Issue 3, p1-27. 27p.
Subject
*ZIPF'S law
*WORD frequency
*STATISTICAL linguistics
*ENGLISH language
*RUSSIAN language
Language
ISSN
1875-158X
Abstract
In this paper we show how the Zipf-Mandelbrot law is connected to the theory of majorization. Firstly we consider the Csiszár f-divergence for the Zipf-Mandelbrot law and then develop important majorization inequalities for these divergences. We also discuss some special cases for our generalized results by using the Zipf-Mandelbrot law. As applications, we present the majorization inequalities for various distances obtaining by some special convex functions in the Csiszár f-divergence for Z-M law like the Rényi α-order entropy for Z-M law, variational distance for Z-M law, the Hellinger distance for Z-M law, χ²-distance for Z-M law and triangular discrimination for Z-M law. At the end, we give important applications of the Zipf's law in linguistics and obtain the bounds for the Kullback-Leibler divergence of the distributions associated to the English and the Russian languages. [ABSTRACT FROM AUTHOR]