4.5 Article

On a relation between information inequalities and group theory

期刊

IEEE TRANSACTIONS ON INFORMATION THEORY
卷 48, 期 7, 页码 1992-1995

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIT.2002.1013138

关键词

entropy; groups; group-theoretic inequalities; information inequalities

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In this paper, we establish a one-to-one correspondence between information inequalities and group inequalities. The major implication of our result is that we can prove information inequalities by proving the corresponding group inequalities, and vice versa. By giving a group-theoretic proof for all Shannon-type inequalities, we suggest that new inequalities could be discovered by making use of the rich set of tools in group theory. On the other hand, via a non-Shannon-type information inequality recently discovered by Zhang and Yeung, we obtain a new inequality in group theory whose meaning is yet to be understood.

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