DocumentCode
1044244
Title
Generalization of Shannon-Khinchin axioms to nonextensive systems and the uniqueness theorem for the nonextensive entropy
Author
Suyari, Hiroki
Author_Institution
Dept. of Inf. & Image Sci., Chiba Univ., Japan
Volume
50
Issue
8
fYear
2004
Firstpage
1783
Lastpage
1787
Abstract
Tsallis entropy, one-parameter generalization of Shannon entropy, has been often discussed in statistical physics as a new information measure. This new information measure has provided many satisfactory physical interpretations in nonextensive systems exhibiting chaos or fractal. We present the generalized Shannon-Khinchin axioms to nonextensive systems and prove the uniqueness theorem rigorously. Our results show that Tsallis entropy is the simplest among all nonextensive entropies. By the detailed comparisons of our axioms with the previously presented two sets of axioms, we reveal the peculiarity of pseudoadditivity as an axiom. In this correspondence, the most fundamental basis for Tsallis entropy as information measure is established in the information-theoretic framework.
Keywords
entropy; information theory; Shannon entropy; Shannon-Khinchin axioms; Tsallis entropy; information measure; nonextensive system; pseudoadditivity; statistical physics; uniqueness theorem; Chaos; Chaotic communication; Entropy; Fractals; Information theory; Physics; Probability distribution; Statistics; Information measure; Shannon additivity; Tsallis entropy; nonextensive entropy; nonextensive system; pseudoadditivity;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2004.831749
Filename
1317122
Link To Document