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| Presentation | 2014-10-17 09:00 A Consideration about the Basic Performance and Dynamical Characteristics of a Simple Dynamical Swarm Intelligence Optimization Method Yoshikazu Yamanaka, Tadashi Tsubone (Nagaoka Univ. Tech.)  CAS2014-69 NLP2014-63 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In these days, heuristic optimization methods have been widely studied. The advantages of the methods are less dependent to the problems and the speed of getting practical solution. Swarm intelligence optimization methods, such as par- ticle swarm optimization (PSO), firefly algorithm and cuckoo search, are based on the dynamics and the stochastic operation that are inspired by nature. These nature-inspired methods have been applied to many real world problems. However, the stochastic operation makes difficult to analyze the relationship between the dynamics and its performance. In this paper, we propose a novel optimization method based on simple chaotic dynamics and information sharing mechanism. The proposed method is deterministic system and exhibits better performance than PSO. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | optimization method / chaos / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 250, NLP2014-63, pp. 91-94, Oct. 2014. | |
| Paper # | NLP2014-63 | |
| Date of Issue | 2014-10-09 (CAS, 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 | CAS2014-69 NLP2014-63 |
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| Conference Information | |
| Committee | NLP CAS |
| Conference Date | 2014-10-16 - 2014-10-17 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ehime University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nonlinear Problems, etc. |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2014-10-NLP-CAS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Consideration about the Basic Performance and Dynamical Characteristics of a Simple Dynamical Swarm Intelligence Optimization Method |
| Sub Title (in English) | |
| Keyword(1) | optimization method |
| Keyword(2) | chaos |
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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 | 2014-10-17 09:00:00 |
| Presentation Time | 20 minutes |
| Registration for | NLP |
| Paper # | CAS2014-69, NLP2014-63 |
| Volume (vol) | vol.114 |
| Number (no) | no.249(CAS), no.250(NLP) |
| Page | pp.91-94 |
| #Pages | 4 |
| Date of Issue | 2014-10-09 (CAS, NLP) |
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