Skip to main content
Log in

Generalization of Some Bounds containing Entropies on Time Scales

  • Published:
Qualitative Theory of Dynamical Systems Aims and scope Submit manuscript

Abstract

In this paper, weighted Jensen’s inequality for diamond integrals is utilized to get some new inequalities containing entropies. Shanon entropy, triangular discrimination, Jeffreys distance, Bhattacharyya coefficient, Hellinger discrimination and Rényi entropy are introduced and their bounds are derived using diamond–integral formalism. We discussed the classical, discrete and q-analogue of obtained results by restricting the time scale to \({\mathbb {R}}\), \(h{\mathbb {Z}}\) for \(h>0\) and \(q^{{\mathbb {N}}_{0}}\) for \(q>1.\) For different divergence measures, the entropic bounds are also deduced. Furthermore, resultant inequalities are also discussed considering the Zipf law and the Zipf–Mandelbrot law to establish some new inequalities for isolated points. The new established results are the generalizations of results proved in Ansari et al. (J Inequal Appl 2021:1–21, 2021), Horváth et al. (Bull Malays Math Sci Soc 42:933-946, 2019), Matić, Pearce and Pečarić (Shannon’s and related inequalities in information theory. Survey on classical inequalities, Springer, Dordrech, 2000).

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Data Availability

Data sharing is not applicable to this paper as no data sets were generated or analyzed during the current study.

References

  1. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: Shannon type inequalities via time scales theory. Adv. Differ. Equ. 2020, 135 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  2. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: Some inequalities for Csiszár divergence via theory of time scales. Adv. Differ. Equ. 2020, 698 (2020)

    Article  MATH  Google Scholar 

  3. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: Estimation of divergence measures via weighted Jensen inequality on time scales. J. Inequal. Appl. 2021, 93 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  4. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: Estimation of divergence measures on time scales via Taylor’s polynomial and Green’s function with applications in q-calculus. Adv. Differ. Equ. 2021, 374 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  5. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: Estimation of Divergences on time scales via Green function and Fink’s Identity. Adv. Differ. Equ. 2021, 394 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  6. Ansari, I., Khan, K.A., Nosheen, A., Pečarić, D., Pečarić, J.: New entropic bounds on time scales via Hermite interpolating polynomial. J. Inequal. Appl. 2021, 195 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  7. Anwar, M., Bibi, R., Bohner, M., Pečarić, J.: Integral inequalities on time scales via the theory of isotonic linear functionals. Abstr. Appl. Anal. 2011, 483595 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  8. Bohner, M., Peterson, A.: Dynamic Equations on Time Scales: An Introduction with Applications. Birkhäuser, Boston Inc., Boston (2001)

    Book  MATH  Google Scholar 

  9. da Cruz, A.M., Martins, N., Torres, D.F.: Symmetric differentiation on time scales. Appl. Math. Lett. 26(2), 264–269 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  10. Brito, A.M.C., Martins, N., Torres, D.F.M.: The diamond integrals on time scales. Bull. Malays. Math. Sci. Soc. 38, 1453–1462 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  11. Bibi, R., Nosheen, A., Pečarić, J.: Generalization of Jensen-type linear functional on time scales via lidstone polynomia. Cogent Math. 4(1) (2017)

  12. Bilal, M., Khan, K.A., Ahmad, H., Nosheen, A., Awan, K.M., Askar, S., Alharthi, M.: Some dynamic inequalities via diamond integrals for function of several variables. Fractal Fract. 2021(5), 207 (2021). https://doi.org/10.3390/fractalfract5040207

    Article  Google Scholar 

  13. Bohner, M., Nosheen, A., Pečarić, J., Younus, A.: Some dynamic Hardy-type inequalities with Genral kernels. J. Math. Inequal. 8(1), 185–199 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  14. Burbea, I., Rao, C.R.: On the convexity of some divergence measures based on entropy functions. IEEE Trans. Inf. Theory 28, 489–495 (1982)

    Article  MathSciNet  MATH  Google Scholar 

  15. Bhattacharyya, A.: On some analogues of the amount of information and their use in statistical estimation. Sankhya Indian J. Stat. (1933–1960) 8(1), 1–14 (1946)

    MathSciNet  MATH  Google Scholar 

  16. Csiszár, I.: Information-type measures of difference of probability distributions and indirect observations. Studia Sci. Math. Hung. 2, 299–318 (1967)

    MathSciNet  MATH  Google Scholar 

  17. Chakrabarti, C., De, K.: Boltzmann-Gibbs entropy: axiomatic characterization and application. Int. J. Math. Math. Sci. 23(4), 243–251 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  18. Cho, M.Y.J., Matić Pečarić, J.: Two mappings in connection to Jensens inequality. Panam. Math. J. 12(1), 43–50 (2002)

    MathSciNet  MATH  Google Scholar 

  19. Csiszár, I.: Eine informationstheoretische ungleichung und ihre anwendung auf den bewis der ergodizitat von markhoffschen ketten. Publ. Math. Inst. Hungar. Acad. Sci. 8, 85–108 (1963)

    MATH  Google Scholar 

  20. Diodato, V.: Dictionary of Bibliometrics. Haworth Press, New York (1994)

    Google Scholar 

  21. Frieden, B.R.: Image enhancement and restoration, Picture Processing and Digital Filtering. In: Huang, T. S. (eds). Springer, Berlin (1975)

  22. Gibbs, A.L.: On choosing and bounding probability metrics. Int. Stat. Rev. 70(3), 419–435 (2002)

    Article  MATH  Google Scholar 

  23. Guseinov, G.S.: Integration on time scales. J. Math. Anal. Appl. 285(1), 107–127 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  24. Horváth, L., Pečarić, D., Pečarić, J.: Estimations of f - and Rényi divergences by using a cyclic refinement of the Jensen’s inequality. Bull. Malays. Math. Sci. Soc. 42(3), 933–946 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  25. Hellinger, E.: Neue Begründung der Theorie quadratischer Formen von unendlichvielen Veranderlichen. Journal für die Reine und Angewandte Mathematik 1909(136), 210–271 (1909)

    Article  MATH  Google Scholar 

  26. Jeffreys, H.: An invariant form for the prior probability in estimation problems. Proc. R. Soc. Lond. Ser. A. 186, 453–461 (1946)

    Article  MathSciNet  MATH  Google Scholar 

  27. Justice, J.H. (ed.): Cambridge University Press, Cambridge (1986)

    MATH  Google Scholar 

  28. Kapur, J.N.: On the roles of maximum entropy and minimum discrimination information principles in statistics. In: Technical Address of the 38th Annual Conference of the Indian Society of Agricultural Statistics, pp. 1–44 (1984)

  29. Khan, M.A., Anwar, M., Jakšetić, J., Pečarić, J.: On some improvements of the Jensen inequality with some applications. J. Inequal. Appl. 2009, 323615 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  30. Leahy, R.M., Goutis, C.E.: An optimal technique for constraint-based image restoration and mensuration. IEEE Trans. Acoust. Speech Signal Process. 34, 1642–1692 (1986)

    Article  Google Scholar 

  31. Mikić, R., Pečarić, J.: Jensen-type inequalities on time scales for n-convex functions. Commun. Math. Anal. 21(2), 46–67 (2018)

    MathSciNet  MATH  Google Scholar 

  32. Matić, M., Pearce, C.E.M., Pečarić, J.: Shannon’s and Related Inequalities in Information Theory. Survey on Classical Inequalities. Springer, Dordrecht (2000)

    MATH  Google Scholar 

  33. Mandelbrot, B.: Information theory and psycholinguistics a theory of words frequencies. In: Lazafeld, P., Henry, N. (eds.) Reading in Mathematical Social Science. MIT Press, Cambridge (1966)

    Google Scholar 

  34. Mansourvar, Z.: The \(\phi \)-divergence family of measures based on quantile function. Statistics 56(5), 1113–1132 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  35. Rogers Sheng, Q.: Notes on the diamond-\(\alpha \) dynamic derivative on time scales. J. Math. Anal. Appl. 326(1), 228–241 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  36. ROYDEN, H.L.: Real Analysis, 3rd edn. Macmillan Publishing Company, New York (1988)

    MATH  Google Scholar 

  37. Shannon, C.E.: A mathematical theory of communication. Bull. Sept. Tech. 12, 370–423 (1948)

    Google Scholar 

  38. Sun, Y.G., Hassan, T.: Some nonlinear dynamic integral inequalities on time scales. Appl. Math. Comput. 220(4), 221–225 (2013)

    MathSciNet  MATH  Google Scholar 

  39. Smoljak Kalamir, K.: New diamond-\(\alpha \) Steffensen-type inequalities for convex functions over general time scale measure spaces. Axioms 2022(11), 323 (2022)

    Article  Google Scholar 

  40. Tuna, A., Kutukcu, S.: Some integral inequalities on time scales. Appl. Math. Mech. 29(1), 23–29 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  41. Wong, F., Yeh, C., Lian, W.: An extension of Jensen’s inequality on time scales. Adv. Dyn. Syst. Appl. 2(2), 113–120 (2006)

    MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The authors wish to thanks the anonymous referees for their very careful reading of the manuscript and fruitful comments and suggestions.

Funding

There is no funding for this work.

Author information

Authors and Affiliations

Authors

Contributions

MB initiated the work and made calculations. KAK supervised and validated the draft. AN deduced the existing results and finalized the draft. JP dealt with the formal analysis and investigation. All the authors read and approved the final manuscript.

Corresponding author

Correspondence to Muhammad Bilal.

Ethics declarations

Conflict of interest

The authors declare that there is no conflict of interests regarding the publication of this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Muhammad Bilal, Khuram Ali Khan, Ammara Nosheen, and Josip Pečarić have contributed equally to this work.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bilal, M., Khan, K.A., Nosheen, A. et al. Generalization of Some Bounds containing Entropies on Time Scales. Qual. Theory Dyn. Syst. 22, 71 (2023). https://doi.org/10.1007/s12346-023-00768-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12346-023-00768-1

Keywords

Mathematics Subject Classification

Navigation