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Paper Abstract and Keywords
Presentation 2022-11-18 16:00
Investigation for the coupling interactions in swarm intelligence algorithm based on spiking neural-oscillator networks
Tomoyuki Sasaki (SIT), Hidehiro Nakano (TCU) CCS2022-60
Abstract (in Japanese) (See Japanese page) 
(in English) Optimizer based on Spiking Neural-oscillator Networks (OSNNs) are deterministic swarm intelligence algorithms which introduce dynamics of spiking neural-oscillator networks into PSO. In OSNNs, a single particle consists of plural spiking oscillators which connect to each other by network topology. Since the spiking oscillators interact with each other, the spiking oscillators can take synchronous or asynchronous dynamics that affects search performances of OSNNs. Herein, we focused on good parameter settings which lead to good search performances in solving various benchmark functions and investigated trajectories of spiking oscillator networks using a simple network topology. From the results, we further discussed the relationship between such parameter settings and landscapes of objective function to be solved.
Keyword (in Japanese) (See Japanese page) 
(in English) Swarm intelligence algorithm / black-box optimization problem / particle swarm optimization / spiking oscillator / spiking oscillator networks / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 255, CCS2022-60, pp. 85-90, Nov. 2022.
Paper # CCS2022-60 
Date of Issue 2022-11-10 (CCS) 
ISSN 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 CCS2022-60

Conference Information
Committee CCS  
Conference Date 2022-11-17 - 2022-11-18 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To CCS 
Conference Code 2022-11-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Investigation for the coupling interactions in swarm intelligence algorithm based on spiking neural-oscillator networks 
Sub Title (in English)  
Keyword(1) Swarm intelligence algorithm  
Keyword(2) black-box optimization problem  
Keyword(3) particle swarm optimization  
Keyword(4) spiking oscillator  
Keyword(5) spiking oscillator networks  
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Keyword(7)  
Keyword(8)  
1st Author's Name Tomoyuki Sasaki  
1st Author's Affiliation Shonan Institute of Technology (SIT)
2nd Author's Name Hidehiro Nakano  
2nd Author's Affiliation Tokyo City University (TCU)
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Speaker Author-1 
Date Time 2022-11-18 16:00:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2022-60 
Volume (vol) vol.122 
Number (no) no.255 
Page pp.85-90 
#Pages 6 
Date of Issue 2022-11-10 (CCS) 

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