New bounds for Shannon, Relative and Mandelbrot entropies via Hermite interpolating polynomial

To procure inequalities for divergences between probability distributions, Jensen's inequality is the key to success. Shannon, Relative and Zipf-Mandelbrot entropies have many applications in many applied sciences, such as, in information theory, biology and economics, etc. We consider discrete and continuous cyclic refinements of Jensen's inequality and extend them from convex function to higher order convex function by means of different new Green functions by employing Hermite interpolating polynomial whose error term is approximated by Peano's kernal. As an application of our obtained results, we give new bounds for Shannon, Relative and Zipf-Mandelbrot entropies.

Authors
Mehmood N.1 , Butt S.I.1 , Pecaric D.2 , Pecaric J. 3, 4
Publisher
DE GRUYTER POLAND SP ZOO
Number of issue
1
Language
English
Pages
112-130
Status
Published
Volume
51
Year
2018
Organizations
  • 1 Inst Informat Technol, COMSATS, Dept Math, Lahore, Pakistan
  • 2 Catholic Univ Croatia, Il 242, Zagreb, Croatia
  • 3 Univ Zagreb, Fac Text Technol, Zagreb 10000, Croatia
  • 4 RUDN Univ, Miklukho Maklaya Str 6, Moscow 117198, Russia
Keywords
n-convex function; Hermite interpolating polynomial; new Green functions; Shannon entropy; Relative entropy; Zipf-Mandelbrot entropy
Date of creation
19.10.2018
Date of change
18.02.2019
Short link
https://repository.rudn.ru/en/records/article/record/9117/
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