| Item type |
会議発表論文 / Conference Paper(1) |
| 公開日 |
2023-03-02 |
| タイトル |
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タイトル |
巣別れを導入したParticle Swarm Optimization アルゴリズムの提案 |
| タイトル |
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タイトル |
The Proposal of the Particle Swarm Optimization Algorithm with Colony Fission |
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言語 |
en |
| 言語 |
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言語 |
jpn |
| 資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_5794 |
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資源タイプ |
conference paper |
| 著者 |
松山, 隼人
串田, 淳一
原, 章
高濱, 徹行
MASTUYAMA, Hayato
KUSHIDA, Jun-ichi
HARA, Akira
TAKAHAMA, Tetsuyuki
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| 抄録 |
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内容記述タイプ |
Abstract |
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内容記述 |
Particle swarm optimization (PSO) is a population based stochastic optimization algorithm. PSO works with a swarm of simple agents and has been successfully applied in many areas. However, to avoid premature convergence in multi-modal function is difficult for PSO. In this paper, we introduce the concept of colony fission to PSO and aim to improve search performance in multi- modal function. The colony fission is phenomenon that swarm such as bees, wasps and ants is divided to several colonies. In proposed method, colonies are generated stochastically and they cooperatively search solutions in multi-modal function. |
| 内容記述 |
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内容記述タイプ |
Other |
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内容記述 |
2012 IEEE SMC Hiroshima Chapter若手研究会, 2012年7月14日, 広島市立大学 |
| 書誌情報 |
2012 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2012 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
p. 63-66,
発行日 2012-07
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| 出版者 |
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出版者 |
IEEE SMC Hiroshima Chapter |
| 権利 |
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権利情報 |
©Copyright by IEEE SMC Hiroshima Chapter. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting|republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| 関連サイト |
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識別子タイプ |
URI |
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関連識別子 |
http://www.smc-hiroshima.info.hiroshima-cu.ac.jp/ |
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関連名称 |
http://www.smc-hiroshima.info.hiroshima-cu.ac.jp/ |
| フォーマット |
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内容記述タイプ |
Other |
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内容記述 |
application/pdf |
| 著者版フラグ |
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出版タイプ |
AM |
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出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
SMCHiroshima2012_63.pdf (77.9 kB)
