Presentation | 2013-09-02 Entropy and non-Additivity Masaru TANAKA, |
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Abstract(in Japanese) | (See Japanese page) |
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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Conference Information | |
Committee | PRMU |
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Conference Date | 2013/8/26(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Pattern Recognition and Media Understanding (PRMU) |
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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 |
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