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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
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reproduction
技術研究報告に掲載された論文の著作権はIEICEに帰属します.(許諾番号: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  
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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.)
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Speaker
Date Time 2018-03-02 09:20:00 
Presentation Time 20 
Registration for IN 
Paper # IEICE-IN2017-118 
Volume (vol) IEICE-117 
Number (no) no.460 
Page pp.171-176 
#Pages IEICE-6 
Date of Issue IEICE-IN-2018-02-22 


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