Paper Abstract and Keywords |
Presentation |
2016-11-19 14:35
Multiple Particle Swarm Optimizers Based on Information Sharing Hiroshi Sho (KyuTech) NC2016-37 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to improve the search performance of multiple particle swarm optimizers, this paper proposes multiple particle swarm optimizers with information sharing by introducing a special strategy of information sharing to all of the particles in the multi-swarm. The key idea, here, is to add a confidence item into the update rule of particle velocity by the best solution obtained by the multi-swarm search. To clarify the performance and effect of the method by information sharing in the multi-swarm search, computer experiments of a suite of benchmark problems are carried out. Better search feature and performance effect are shown from the experimental results obtained. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
swarm intelligence / particle swarm optimization / multi-swarm / informantion sharing / search performance / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 313, NC2016-37, pp. 27-32, Nov. 2016. |
Paper # |
NC2016-37 |
Date of Issue |
2016-11-11 (NC) |
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) |
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NC2016-37 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2016-11-18 - 2016-11-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tohoku University |
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(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2016-11-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Multiple Particle Swarm Optimizers Based on Information Sharing |
Sub Title (in English) |
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swarm intelligence |
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particle swarm optimization |
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multi-swarm |
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informantion sharing |
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search performance |
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1st Author's Name |
Hiroshi Sho |
1st Author's Affiliation |
kyushu Institute of Technology (KyuTech) |
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Speaker |
Author-1 |
Date Time |
2016-11-19 14:35:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2016-37 |
Volume (vol) |
vol.116 |
Number (no) |
no.313 |
Page |
pp.27-32 |
#Pages |
6 |
Date of Issue |
2016-11-11 (NC) |
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