A two-parameter entropy and its fundamental properties
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This article proposes a new two-parameter generalized entropy, which can be reduced to the Tsallis and Shannon entropies for specific values of its parameters. We develop a number of information-theoretic properties of this generalized entropy and divergence, for instance, the sub-additive property, strong sub-additive property, joint convexity, and information monotonicity. This article presents an exposit investigation on the information-theoretic and information-geometric characteristics of the new generalized entropy and compare them with the properties of the Tsallis and Shannon entropies.
2019 ◽
Vol 62
(3)
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pp. 737-744
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2010 ◽
pp. 16-35
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1966 ◽
Vol 24
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pp. 77-90
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1986 ◽
Vol 19
(3)
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pp. 116-130
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