| Paper Abstract and Keywords |
| Presentation |
2015-11-01 12:05
Analysis of Deterministic Swarm Intelligence Optimization Kenya Jin'no (NIT) NLP2015-121 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
To solve optimization problems promptly, various optimal solution search methods called meta-heuristics are proposed. Such optimal solution search methods are also called swarm intelligence optimization. These methods contain stochastic factor. The stochastic factor achieves to improve the search performance effectively. However, these methods cannot find the same solution if the identical initial values are used because the system contains the stochastic factor. Also, the stochastic system can not be searched good solution only probabilistically. Therefore, we proposed deterministic systems that can guarantee to find the optimal solution in the case of a certain initial value. In this article, we analyze the dynamics of the deterministic PSO. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
meta-heuristics / swarm intelligence / optimization / deterministic / PSO / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 115, no. 284, NLP2015-121, pp. 81-85, Oct. 2015. |
| Paper # |
NLP2015-121 |
| Date of Issue |
2015-10-24 (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 |
NLP2015-121 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2015-10-31 - 2015-11-01 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Nobumoto Ohama Memorial Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Nonlinear Problems, etc. |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2015-10-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of Deterministic Swarm Intelligence Optimization |
| Sub Title (in English) |
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| Keyword(1) |
meta-heuristics |
| Keyword(2) |
swarm intelligence |
| Keyword(3) |
optimization |
| Keyword(4) |
deterministic |
| Keyword(5) |
PSO |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Kenya Jin'no |
| 1st Author's Affiliation |
Nippon Institute of Technology (NIT) |
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| Speaker |
Author-1 |
| Date Time |
2015-11-01 12:05:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2015-121 |
| Volume (vol) |
vol.115 |
| Number (no) |
no.284 |
| Page |
pp.81-85 |
| #Pages |
5 |
| Date of Issue |
2015-10-24 (NLP) |