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Determination of all additive sum form information measures of \(k\) positive discrete probability distributions - MaRDI portal

Determination of all additive sum form information measures of \(k\) positive discrete probability distributions (Q1900419)

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scientific article; zbMATH DE number 811232
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Determination of all additive sum form information measures of \(k\) positive discrete probability distributions
scientific article; zbMATH DE number 811232

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    Determination of all additive sum form information measures of \(k\) positive discrete probability distributions (English)
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    30 November 1995
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    A family of information measures (of the Shannon type) is introduced throughout an axiomatic characterization. This family contains information measures depending upon a finite number \(k\) of probability distributions which can be defined as \(n\)-tuples, \((p_1,\dots,p_n)\), with \(0 < p_i < 1, p_1 + \dots + p_n = 1\). The measures in the family are proven to be the only ones being simultaneously additive, and having the sum property with a measurable generating function. Well-known examples of elements in the family are Shannon's entropy, Kerridge's inaccuracy, Kullback-Leibler's directed divergence, and so on.
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    additivity
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    information measures
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    axiomatic characterization
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    sum property
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    measurable generating function
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