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A Study on Effects of Migration in MOGA with Island Model by Visualization
http://hdl.handle.net/2237/20680
http://hdl.handle.net/2237/206807d2dfe88-c61d-486d-9cb8-9df4c80a71d6
名前 / ファイル | ライセンス | アクション |
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2008_1663.pdf (732.7 kB)
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Item type | 会議発表論文 / Conference Paper(1) | |||||
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公開日 | 2014-11-04 | |||||
タイトル | ||||||
タイトル | A Study on Effects of Migration in MOGA with Island Model by Visualization | |||||
言語 | en | |||||
著者 |
Yamamoto, Masafumi
× Yamamoto, Masafumi× Yoshikawa, Tomohiro× Furuhashi, Takeshi |
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アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Visualization | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Multi-Objective Genetic Algorithm | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Multiple Discriminant Analysis | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this paper, we propose a visualization method for the distribution of population in Multi-Objective Genetic Algorithm (MOGA) based on island model. In the proposed method, each island is regarded as a cluster, then, searching solutions belonging to each island are projected together onto a two-dimensional space formed by the axes acquired by Multiple Discriminant Analysis (MDA). The visualization result enables us to grasp the distribution of population in each island and the relationship of evolution among them. This paper investigates the effects of migration of island model with the influence to each island through the experiment by a benchmark function and effective migration can be done through the visualization result. | |||||
言語 | en | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems, September 17-21, 2008, Nagoya University, Nagoya, Japan | |||||
言語 | en | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | Session ID: SA-G4-2 | |||||
言語 | en | |||||
出版者 | ||||||
出版者 | 日本知能情報ファジィ学会 | |||||
言語 | ja | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
資源タイプ | conference paper | |||||
出版タイプ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
DOI | ||||||
関連タイプ | isVersionOf | |||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.14864/softscis.2008.0.1663.0 | |||||
書誌情報 |
en : SCIS & ISIS 巻 2008, p. 1663-1666, 発行日 2008 |
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著者版フラグ | ||||||
値 | publisher | |||||
URI | ||||||
識別子 | http://dx.doi.org/10.14864/softscis.2008.0.1663.0 | |||||
識別子タイプ | DOI | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/20680 | |||||
識別子タイプ | HDL |