Paper Abstract and Keywords |
Presentation |
2022-11-18 14:30
Particle swarm optimization considering a positive and negative inertia terms by Levy distribution Sohei Kusaka, Hidehiro Nakano (Tokyo City Univ.) CCS2022-57 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Particle Swarm Optimization (PSO) is known as a type of swarm intelligence algorithms. The inertia constant of each search particle in PSO is a parameter that affects the convergence speed and diversity of the search, and is generally a positive value. In this paper, we apply the Levy distribution to the behavior of each search particle and propose a method that incorporates behavior with a negative inertia constant. Numerical experiments with benchmark functions are conducted to confirm the basic search performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Swarm Intelligence / Particle Swarm Optimization / Levy distribution / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 255, CCS2022-57, pp. 71-75, Nov. 2022. |
Paper # |
CCS2022-57 |
Date of Issue |
2022-11-10 (CCS) |
ISSN |
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) |
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CCS2022-57 |
Conference Information |
Committee |
CCS |
Conference Date |
2022-11-17 - 2022-11-18 |
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(See Japanese page) |
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Registration To |
CCS |
Conference Code |
2022-11-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Particle swarm optimization considering a positive and negative inertia terms by Levy distribution |
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Swarm Intelligence |
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Particle Swarm Optimization |
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Levy distribution |
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1st Author's Name |
Sohei Kusaka |
1st Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
2nd Author's Name |
Hidehiro Nakano |
2nd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-11-18 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2022-57 |
Volume (vol) |
vol.122 |
Number (no) |
no.255 |
Page |
pp.71-75 |
#Pages |
5 |
Date of Issue |
2022-11-10 (CCS) |