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| Presentation | 2014-12-03 15:25 A Consideration about the Performance and the Time Series Analysis of the Swarm Intelligence Optimizer based on Simple Dynamics Yoshikazu Yamanaka, Tadashi Tsubone (Nagaoka Univ. Tech.)  NLP2014-104 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In engineering fields, it is required to quickly obtain the variables that are close to the optimal variable. One of the practical solution is the optimization method based on dynamical systems. These methods can be implemented by simple computer code. Many researchers have been applying them to the real world problems. To improve the performance, it is important to uncover the effective behavior of the dynamical system for searching the optima. We have proposed a deterministic optimization method that updates the candidates of the optimal variables based on a simple dynamical system. The method exhibits better performance than particle swarm optimization. This report analyzes the behavior of the dynamics and consider the performance to solve optimization problems. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | optimization method / chaos / time series analysis / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 348, NLP2014-104, pp. 29-34, Dec. 2014. | |
| Paper # | NLP2014-104 | |
| Date of Issue | 2014-11-26 (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 | NLP2014-104 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2014-12-03 - 2014-12-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Univ. Tokyo Office |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2014-12-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Consideration about the Performance and the Time Series Analysis of the Swarm Intelligence Optimizer based on Simple Dynamics |
| Sub Title (in English) | |
| Keyword(1) | optimization method |
| Keyword(2) | chaos |
| Keyword(3) | time series analysis |
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| 1st Author's Name | Yoshikazu Yamanaka |
| 1st Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. Tech.) |
| 2nd Author's Name | Tadashi Tsubone |
| 2nd Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. Tech.) |
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| Speaker | Author-1 |
| Date Time | 2014-12-03 15:25:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2014-104 |
| Volume (vol) | vol.114 |
| Number (no) | no.348 |
| Page | pp.29-34 |
| #Pages | 6 |
| Date of Issue | 2014-11-26 (NLP) |
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