Kullback–Leibler Divergence and Mutual Information of Partitions in Product MV Algebras

Kullback–Leibler Divergence and Mutual Information of Partitions in Product MV Algebras

The purpose of the paper is to introduce, using the known results concerning the entropy in product MV algebras, the concepts of mutual information and Kullback–Leibler divergence for the case of product MV algebras and examine algebraic properties of the proposed measures. In particular, a convexit...

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Bibliographic Details
Main Authors: Dagmar Markechová, Beloslav Riečan
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Entropy
Subjects:
product MV algebra
partition
Shannon’s entropy
Kullback–Leibler divergence
mutual information
conditional mutual information
Online Access:http://www.mdpi.com/1099-4300/19/6/267

Internet

http://www.mdpi.com/1099-4300/19/6/267

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