Presentation 2013-09-02
Entropy and non-Additivity
Masaru TANAKA,
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Abstract(in English) Here we give an entropy through a contraction of a renormalized τ-log-likelihood with τ=1-s and a negative τ-log-likelihood with τ=s. Conformal entropy is also given by using a regularized contraction. This entropy is related to Tsallis entropy with a simple modification and gives two types of non-additivity according to formulae of τ-logarithmic function for multiplication. We define a divergence and then give a generalized Pythagorean theorem. It is also considered that an orthogonal decomposition of a vector space RC2. Using this orthogonal decomposition, the Cramer-Rao inequality is derived directly.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) entropy / non-additivity / divergence / generalized Pythagorean theorem / Cramer-Rao inequality
Paper # PRMU2013-39,IBISML2013-19
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Committee PRMU
Conference Date 2013/8/26(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Entropy and non-Additivity
Sub Title (in English)
Keyword(1) entropy
Keyword(2) non-additivity
Keyword(3) divergence
Keyword(4) generalized Pythagorean theorem
Keyword(5) Cramer-Rao inequality
1st Author's Name Masaru TANAKA
1st Author's Affiliation Faculty of Science, Fukuoka University()
Date 2013-09-02
Paper # PRMU2013-39,IBISML2013-19
Volume (vol) vol.113
Number (no) 196
Page pp.pp.-
#Pages 8
Date of Issue