A New Generalized Entropy Measure and its Properties
DOI:
https://doi.org/10.24203/ajfam.v7i3.6029Keywords:
Information, Shannon’s Entropy, Coding theory, Prefix Code, Average code-word Length, Kraft’s Inequality, Holder’s Inequality, Shannon Fanno Codes and Noiseless Coding theorem.Abstract
 In this research article, a new two parametric measure of Entropy  and its corresponding code word length  has been developed. The developed measures are the generalizations to some well known existing measures. Besides, some noiseless coding theorems for discrete noiseless channel have been developed, and the results thus obtained have been verified with the support of an numerical example. Also, at the end of this research article, a comparative study in terms of  monotonic behavior  among the proposed entropy  , Matahi’s entropy  and Tsallis entropy  together  with their respective average code word length measures have been made and graphically displayed.
References
Baig M.A.K. and Javid M., [2013]: Some New Generalizations of Fuzzy Average Codeword Length and Their Bounds, American Journal of Applied Mathematics and Statistics, Volume 2, No. 2, pp. 73 – 76.
Campbell, L.L. [1965]: A coding theorem and Renyi’s entropy, Information and Control, Vol. 8, pp. 423-429.
Havrada, J. H. and Charvat, F. [1967]: Quantification methods of classificatory processes, the concepts of structural ï¡ entropy, Kybernetika, Vol.3, pp. 30-35..
Kapur, J. N. [1986]: A generalization of Campbell’s noiseless coding theorem, Jour. Bihar Math, Society, Vol.10, pp.1-10.
Kapur, J. N. [1998]: Entropy and Coding, Mathematical Science Trust Society, New Delhi.
Kraft, L.J. [1949]: A device for quantizing grouping and coding amplitude modulates pulses. M.S. Thesis, Department of of Electrical Engineering, MIT, Camridge.
Mathai, A.M. and Rathie, P.N. [1975]: Basic Concept in Information Theory and Statistics. Wiley Eastern Limited, New Delhi.
Renyi, A. [1961]: On measures of entropy and information. Proceedings 4th Berkeley Symposium on Mathematical Statistics and Probability, Vol.1, pp.541-561.
Shannon, C. E. [1948]: A mathematical theory of communication. Bell System Technical Journal, Vol.27, pp.379-423, 623-659.
Shannon, C. E. [1959]: Coding theorems for a discrete source with a fidelity criterion. In IRE National Convention Record, Part 4, pp142-163,
Sharma, B.D. and Taneja, I. J.: Entropies of typeï¡, ï¢ and other generalized measures of information theory, Mathematika, Vol.22, pp. 205-215.
Tsalli’s C. [1988]: Possible Generalization of Boltzmann-Gibbs statistics, Vol. 52, pp. 479-487.
Downloads
Published
Issue
Section
License
- Papers must be submitted on the understanding that they have not been published elsewhere (except in the form of an abstract or as part of a published lecture, review, or thesis) and are not currently under consideration by another journal published by any other publisher.
- It is also the authors responsibility to ensure that the articles emanating from a particular source are submitted with the necessary approval.
- The authors warrant that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required.
- The authors ensure that all the references carefully and they are accurate in the text as well as in the list of references (and vice versa).
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Attribution-NonCommercial 4.0 International that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
- The journal/publisher is not responsible for subsequent uses of the work. It is the author's responsibility to bring an infringement action if so desired by the author.