| Paper Abstract and Keywords |
| Presentation |
2013-09-02 11:00
Entropy and non-Additivity Masaru Tanaka (Fukuoka Univ.) PRMU2013-39 IBISML2013-19 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Here we give an entropy through a contraction of a renormalized $tau$-log-likelihood with $tau = 1 - s$ and a negative $tau$-log-likelihood with $tau = s$. 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 $tau$-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 $R_{Omega}$. Using this orthogonal decomposition, the Cram'{e}r-Rao inequality is derived directly. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
entropy / non-additivity / divergence / generalized Pythagorean theorem / Cram'{e}r-Rao inequality / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 113, no. 196, PRMU2013-39, pp. 39-46, Sept. 2013. |
| Paper # |
PRMU2013-39 |
| Date of Issue |
2013-08-26 (PRMU, IBISML) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
PRMU2013-39 IBISML2013-19 |
| Conference Information |
| Committee |
PRMU IBISML IPSJ-CVIM |
| Conference Date |
2013-09-02 - 2013-09-03 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2013-09-PRMU-IBISML-CVIM |
| Language |
Japanese |
| 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) |
Cram'{e}r-Rao inequality |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Masaru Tanaka |
| 1st Author's Affiliation |
Fukuoka University (Fukuoka Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-09-02 11:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2013-39, IBISML2013-19 |
| Volume (vol) |
vol.113 |
| Number (no) |
no.196(PRMU), no.197(IBISML) |
| Page |
pp.39-46 |
| #Pages |
8 |
| Date of Issue |
2013-08-26 (PRMU, IBISML) |