| Paper Abstract and Keywords |
| Presentation |
2010-12-13 10:35
Discrete Particle Swarm Optimizers for Multi-solution Problems Masafumi Kubota, Toshimichi Saito (HU) NLP2010-114 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a basic discrete particle swarm optimization (DPSO) and considers its capability for niching problems.
For a given optimization problem, the search space is discretized and the DPSO tries to find a candidate solution in the discretized space.
If the DPSO can find candidate solution(s), neighbor of each candidate solution is re-discretized more finely and the DPSO repeats the search until finding an approximate solutions.
Performing basic numerical experiments, the algorithm efficiency is confirmed. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Swarm Intelligence / Particle Swarm Optimization / Niching Problems / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 110, no. 335, NLP2010-114, pp. 15-19, Dec. 2010. |
| Paper # |
NLP2010-114 |
| Date of Issue |
2010-12-06 (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) |
| Download PDF |
NLP2010-114 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2010-12-13 - 2010-12-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Yonago Convention Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2010-12-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Discrete Particle Swarm Optimizers for Multi-solution Problems |
| Sub Title (in English) |
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| Keyword(1) |
Swarm Intelligence |
| Keyword(2) |
Particle Swarm Optimization |
| Keyword(3) |
Niching Problems |
| Keyword(4) |
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| 1st Author's Name |
Masafumi Kubota |
| 1st Author's Affiliation |
Hosei University (HU) |
| 2nd Author's Name |
Toshimichi Saito |
| 2nd Author's Affiliation |
Hosei University (HU) |
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| Speaker |
Author-1 |
| Date Time |
2010-12-13 10:35:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2010-114 |
| Volume (vol) |
vol.110 |
| Number (no) |
no.335 |
| Page |
pp.15-19 |
| #Pages |
5 |
| Date of Issue |
2010-12-06 (NLP) |