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On some generalised information measure of fuzzy directed divergence and decision making - MaRDI portal

On some generalised information measure of fuzzy directed divergence and decision making (Q2224101)

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On some generalised information measure of fuzzy directed divergence and decision making
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    On some generalised information measure of fuzzy directed divergence and decision making (English)
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    3 February 2021
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    Summary: The discrepancy of a probability distribution from another probability distribution is known as the measure of divergence. \textit{S. Kullback} and \textit{R. A. Leibler} [Ann. Math. Stat. 22, 79--86 (1951; Zbl 0042.38403)] were the first to introduce and based on Shannon entropy [\textit{C. E. Shannon}, Bell Syst. Tech. J. 27, 379--423, 623--656 (1948; Zbl 1154.94303)] which revolutionaries the study of communication theory. Fuzziness, a feature of uncertainty can be managed with the help of fuzzy set theory proposed by \textit{L. A. Zadeh} [Fuzzy Sets Syst. 1, 3--28 (1978; Zbl 0377.04002)]. Fuzziness and uncertainty both deals with various practical problems such as image segmentation, management decision making problems etc. Large amount of work has been done on characterisation of various entropies, divergence measures, fuzzy entropies and fuzzy divergence etc. \textit{D. Bhandari} and \textit{N. R. Pal} [Inf. Sci. 67, No. 3, 209--228 (1993; Zbl 0763.94030)] introduced fuzzy divergence which is relative to a fuzzy set A and to another fuzzy set B. A new measure of fuzzy directed divergence has been proposed. Further, applications of fuzzy directed divergence in decision making has also been discussed.
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    fuzzy set theory
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    fuzzy directed divergence
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    decision making
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    fuzzy sets
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    generalised information measures
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