Paper Abstract and Keywords |
Presentation |
2012-01-23 16:40
Insensitive Particle Swarm Optimizers and Multi-solution Problems Kazuki Maruyama, Ryosuke Sano, Toshimichi Saito (HU) NLP2011-132 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents a novel particle swarm optimizer for multi-solution problems.
The algorithm has several characteristics.
First, the system is deterministic and no stochastic parameters are included.
Second, the particles in ring topology can move on discrete search space and inter-particles collision can occur.
Third, the system includes an insensitive parameter that makes delay for update of local best.
The collision and insensitive parameter can be effective to make a swarm diversity to avoid trapping into one solution or local minimum.
Applying the algorithm to finding multi-fixed point of a typical dynamical system, the algorithm efficiency is investigated. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Particle swarm optimizers / multi-solution problems / collision / insensitive parameter / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 395, NLP2011-132, pp. 47-50, Jan. 2012. |
Paper # |
NLP2011-132 |
Date of Issue |
2012-01-16 (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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NLP2011-132 |
Conference Information |
Committee |
NLP |
Conference Date |
2012-01-23 - 2012-01-24 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Aizu-keiko-do Hall |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2012-01-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Insensitive Particle Swarm Optimizers and Multi-solution Problems |
Sub Title (in English) |
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Keyword(1) |
Particle swarm optimizers |
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multi-solution problems |
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collision |
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insensitive parameter |
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1st Author's Name |
Kazuki Maruyama |
1st Author's Affiliation |
Hosei University (HU) |
2nd Author's Name |
Ryosuke Sano |
2nd Author's Affiliation |
Hosei University (HU) |
3rd Author's Name |
Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
Author-1 |
Date Time |
2012-01-23 16:40:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2011-132 |
Volume (vol) |
vol.111 |
Number (no) |
no.395 |
Page |
pp.47-50 |
#Pages |
4 |
Date of Issue |
2012-01-16 (NLP) |
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