| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2018-03-02 09:20 Channel selection mechanism with uncertain information inspired by collective decision making Naomi Kuze, Daichi Kominami (Osaka Univ.), Kenji Kashima (Kyoto Univ.), Tomoaki Hashimoto (OIT), Masayuki Murata (Osaka Univ.)  IN2017-118 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Because of rapid growth in the scale and complexity of information networks, self-organizing systems are increasingly used to realize novel network control systems that are highly scalable, adaptable, and robust. However, the uncertainty (incompleteness, vagueness, and dynamicity) of information in self-organizing systems makes it difficult for them to work appropriately in accordance with the network state. In this study, we apply the collective decision-making of animal groups to self-organizing control mechanisms to allow them to adapt to information uncertainty. Specifically, by introducing the concept of flexible leader, agents change their role (leader or follower) according to the confidence of their own information, which increases decision accuracy. We propose a channel-selection mechanism based on collective decision-making in accordance with information confidence. Through simulation experiments, we show the advantages and properties of our proposal. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Self-organization / Collective decision-making / information uncertainty / channel selection / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 460, IN2017-118, pp. 171-176, March 2018. | |
| Paper # | IN2017-118 | |
| Date of Issue | 2018-02-22 (IN) | |
| 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 | IN2017-118 |
|
| Conference Information | |
| Committee | NS IN |
| Conference Date | 2018-03-01 - 2018-03-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Phoenix Seagaia Resort |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2018-03-NS-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Channel selection mechanism with uncertain information inspired by collective decision making |
| Sub Title (in English) | |
| Keyword(1) | Self-organization |
| Keyword(2) | Collective decision-making |
| Keyword(3) | information uncertainty |
| Keyword(4) | channel selection |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Naomi Kuze |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Daichi Kominami |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Kenji Kashima |
| 3rd Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 4th Author's Name | Tomoaki Hashimoto |
| 4th Author's Affiliation | Osaka Institute of Technology (OIT) |
| 5th Author's Name | Masayuki Murata |
| 5th Author's Affiliation | Osaka University (Osaka Univ.) |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2018-03-02 09:20:00 |
| Presentation Time | 20 minutes |
| Registration for | IN |
| Paper # | IN2017-118 |
| Volume (vol) | vol.117 |
| Number (no) | no.460 |
| Page | pp.171-176 |
| #Pages | 6 |
| Date of Issue | 2018-02-22 (IN) |
[Return to Top Page]