Paper Abstract and Keywords |
Presentation |
2017-07-14 14:50
Multi-objective Particle Swarm Optimizer Networks with Tree Topology Kyosuke Miyano, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.) NLP2017-47 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we consider island-model multi-objective particle swarm optimization (IMOPSO) in which plural sub-swarms are connected by a tree structure. Conventional IMOPSO consisits of a high-layer sub-swarm to optimize multi-objective functions and low-layer sub-swarms to optimize each single-objective function. Also, it has migration schemes between the high- and low-layer sub-swarms. The proposed method adds new migration schemes between each low-layear sub-swarm. Then, the solving performance can be improved. In the numerical experiments, the effectiveness of the proposed method is confirmed. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Particle Swarm Optimization / Multi-objective optimization / Island-model / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 121, NLP2017-47, pp. 103-106, July 2017. |
Paper # |
NLP2017-47 |
Date of Issue |
2017-07-06 (NLP) |
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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NLP2017-47 |
Conference Information |
Committee |
NLP |
Conference Date |
2017-07-13 - 2017-07-14 |
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(See Japanese page) |
Place (in English) |
Miyako Island Marine Terminal |
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(See Japanese page) |
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etc. |
Paper Information |
Registration To |
NLP |
Conference Code |
2017-07-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Multi-objective Particle Swarm Optimizer Networks with Tree Topology |
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Particle Swarm Optimization |
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Multi-objective optimization |
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Island-model |
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1st Author's Name |
Kyosuke Miyano |
1st Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
2nd Author's Name |
Hidehiro Nakano |
2nd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
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Arata Miyauchi |
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Tokyo City University (Tokyo City Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-07-14 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2017-47 |
Volume (vol) |
vol.117 |
Number (no) |
no.121 |
Page |
pp.103-106 |
#Pages |
4 |
Date of Issue |
2017-07-06 (NLP) |
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