| Paper Abstract and Keywords |
| Presentation |
2012-12-17 13:25
Fundamental performance of searching ability of an asynchronous sequential PSO Takatsugu Sekiguchi, Takuya Shindo, Kenya Jin'no (Nippon Inst. Tech.) NLP2012-89 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Particle Swarm Optimization (PSO) is recently attracted great attention. It is classified into one of heuristics solving algorithms. In generally, each particle of the conventional PSO moves given search space, and the particle calculates an evaluation value by using corresponding the location information of the particle. On the other hand, we propose an asynchronous sequential update PSO whose state update of the superior location is performed for each dimension. We carry out some numerical simulations of the proposed asynchronous PSO by using well-known benchmark functions to compare the performance with the conventional synchronous PSO.In addition, we investigate a random number width which affects to the search performance. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
PSO / asynchronous sequential update / optimization problem / heuristics / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 363, NLP2012-89, pp. 7-12, Dec. 2012. |
| Paper # |
NLP2012-89 |
| Date of Issue |
2012-12-10 (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 |
NLP2012-89 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2012-12-17 - 2012-12-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Fukui City Communication Plaza |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2012-12-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Fundamental performance of searching ability of an asynchronous sequential PSO |
| Sub Title (in English) |
|
| Keyword(1) |
PSO |
| Keyword(2) |
asynchronous sequential update |
| Keyword(3) |
optimization problem |
| Keyword(4) |
heuristics |
| Keyword(5) |
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| 1st Author's Name |
Takatsugu Sekiguchi |
| 1st Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. Tech.) |
| 2nd Author's Name |
Takuya Shindo |
| 2nd Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. Tech.) |
| 3rd Author's Name |
Kenya Jin'no |
| 3rd Author's Affiliation |
Nippon Institute of Technology (Nippon Inst. Tech.) |
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| Speaker |
Author-1 |
| Date Time |
2012-12-17 13:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2012-89 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.363 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2012-12-10 (NLP) |