Kullback-Leibler Divergence and Mutual Information of Experiments in the Fuzzy Case

Kullback-Leibler Divergence and Mutual Information of Experiments in the Fuzzy Case

The main aim of this contribution is to define the notions of Kullback-Leibler divergence and conditional mutual information in fuzzy probability spaces and to derive the basic properties of the suggested measures. In particular, chain rules for mutual information of fuzzy partitions and for Kullbac...

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Bibliographic Details
Main Author: Dagmar Markechová
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Axioms
Subjects:
fuzzy probability space
fuzzy partition
Shannon’s entropy
Kullback-Leibler divergence
mutual information
conditional mutual information
Online Access:http://www.mdpi.com/2075-1680/6/1/5

Internet

http://www.mdpi.com/2075-1680/6/1/5

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