Properties of a Generalized Divergence Related to Tsallis Generalized Divergence
نویسندگان
چکیده
منابع مشابه
Generalized Relative J-Divergence Measure and Properties
We have considered one parametric generalization of the nonsymmetric relative J-divergence measure. The generalized measure is shown belonging to the Csiszár’s f-divergence class. Further, we have derived bounds for the generalized measure in terms of well known divergence measures.
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Measures of divergence or discrepancy are used either to measure mutual information concerning two variables or to construct model selection criteria. In this paper we are focusing on divergence measures that are based on a class of measures known as Csiszar’s divergence measures. In particular, we propose a measure of divergence between residual lives of two items that have both survived up to...
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, s = 1 The first measure generalizes the well known J-divergence due to Jeffreys [16] and Kullback and Leibler [17]. The second measure gives a unified generalization of JensenShannon divergence due to Sibson [22] and Burbea and Rao [2, 3], and arithmeticgeometric mean divergence due to Taneja [27]. These two measures contain in particular some well known divergences such as: Hellinger’s discr...
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ژورنال
عنوان ژورنال: IEEE Transactions on Information Theory
سال: 2020
ISSN: 0018-9448,1557-9654
DOI: 10.1109/tit.2019.2953029