Bounds for Shannon and Zipf-Mandelbrot entropies

Shannon and Zipf-Mandelbrot entropies have many applications in many applied sciences, for example, in information theory, biology and economics, etc. In this paper, we consider two refinements of the well-know Jensen inequality and obtain different bounds for Shannon and Zipf-Mandelbrot entropies. First of all, we use some convex functions and manipulate the weights and domain of the functions and deduce results for Shannon entropy. We also discuss their particular cases. By using Zipf-Mandelbrot laws for different parameters in Shannon entropies results, we obtain bounds for Zipf-Mandelbrot entropy. The idea used in this paper for obtaining the results may stimulate further research in this area, particularly for Zipf-Mandelbrot entropy.

Authors
Khan M.A. 1 , Pecaric D. 2 , Pecaric J. 3, 4
Publisher
John Wiley and Sons Ltd
Issue number
18
Language
English
Pages
7316-7322
State
Published
Volume
40
Year
2017
Organizations
  • 1 Univ Peshawar, Dept Math, Peshawar, Pakistan
  • 2 Catholic Univ Croatia, Ilica 242, Zagreb 10000, Croatia
  • 3 Univ Zagreb, Fac Text Technol, Prilaz Baruna Filipov 30, Zagreb 10000, Croatia
  • 4 RUDN Univ, Miklukho Maklaya Str 6, Moscow 117198, Russia
Keywords
convex function; Jensen inequality; Shannon entropy; Zipf-Mandelbrot entropy
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