DocumentCode :
1683316
Title :
Extracting the mutual information for a triple of binary strings
Author :
Romashchenko, Andrei
Author_Institution :
Inst. for Inf. Transmission Problems, Moscow, Russia
fYear :
2003
Firstpage :
221
Lastpage :
229
Abstract :
We say that the mutual information of a triple of binary strings a, b, c can be extracted if there exists a string d such that a, b, and c are independent given d, and d is simple conditional to each of the strings a, b, c. This is an analog of the well-known Gacs-Korner (1973) definition of extrability of the mutual information for a pair of binary strings. We prove that (in contrast to the case of two strings) there exists a criterion of extrability of the mutual information for a triple a, b, c in terms of complexities involving a, b, c. Roughly speaking, the mutual information between a, b, c can be extracted if and only if the conditional mutual informations I(a:b|c), I(a:c|b), I(b:c|a) are negligible. Our proof of the main result is based on a nonShannon-type information inequality, which is a generalization of the recently discovered Zhang-Yeung inequality.
Keywords :
computational complexity; information theory; string matching; Gacs-Korner extrability definition; Zhang-Yeung inequality; complexities; conditional mutual information; mutual information extraction; nonShannon-type information inequality; triple binary string; Chromium; Computational complexity; Cramer-Rao bounds; Data mining; Mutual information;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Complexity, 2003. Proceedings. 18th IEEE Annual Conference on
ISSN :
1093-0159
Print_ISBN :
0-7695-1879-6
Type :
conf
DOI :
10.1109/CCC.2003.1214422
Filename :
1214422
Link To Document :
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