ESTIMATION OF DIFFERENT ENTROPIES VIA TAYLOR ONE POINT AND TAYLOR TWO POINTS INTERPOLATIONS USING JENSEN TYPE FUNCTIONALS

In this work, we estimated the different entropies like Shannon entropy, Renyi divergences, Csiszar divergence by using the Jensen's type functionals. The Zipf's mandelbrot law and hybrid Zipf's mandelbrot law are used to estimate the Shannon entropy. Further the Taylor one point and Taylor two points interpolations are used to generalize the new inequalities for m-convex function.

Authors
Niaz T. 1, 2 , Khan K.A. 1 , Pecaric D. 3 , Pecaric J. 4
Publisher
ETAMATHS PUBL
Issue number
5
Language
English
Pages
686-710
State
Published
Volume
17
Year
2019
Organizations
  • 1 Univ Sargodha, Dept Math, Sargodha 40100, Pakistan
  • 2 Univ Lahore, Dept Math, Sargodha Campus, Sargodha 40100, Pakistan
  • 3 Catholic Univ Croatia, Ilica 242, Zagreb, Croatia
  • 4 RUDN Univ, Miklukho Maklaya Str 6, Moscow 117198, Russia
Keywords
m-convex function; Jensen's inequality; Shannon entropy; f- and Renyi divergence; Taylor interpolation; entropy
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