| 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 |
生存者選択にグラフを利用したGDE3による多目的最適化の提案 |
| タイトル |
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タイトル |
Multi-objective Optimization by GDE3 with Survivor Selection Based on Proximity Graph |
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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 |
寺井, 零
原, 章
高濱, 徹行
TERAI, Rei
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 |
The Generalized Differential Evolution 3 (GDE3) is one of the multi-objective evolutionary algorithms. The method has a problem on keeping the diversity of the solutions. In the GDE3, the Crowding Distance (CD) is used for deleting redundantindividuals. If the number of the objectives becomes larger than three, the CD is not suitable for measure the neighborhood relationships among the individuals. This paper proposes the algorithm that uses the Gabriel graph in order to get uniformly distributed solutions for multi-objective problems. Neighborhood relationship among the individuals are represented by the Gabriel graph, and the graph structure is utilized for deleting redundant individuals. As the results of experiments using three-objective problems, our proposed method showed better performance than the conventional GDE3. |
| 内容記述 |
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内容記述タイプ |
Other |
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内容記述 |
2011 IEEE SMC Hiroshima Chapter若手研究会, 2011年7月9日, 広島市立大学 |
| 書誌情報 |
2011 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2011 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
p. 35-38,
発行日 2011-07
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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 or 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 |
SMCHiroshima2011_35.pdf (157.3 kB)
