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Visualization of Gene-Evaluation Value in Multi-Objective Problem and Feedback for Efficient Search
http://hdl.handle.net/2237/20678
http://hdl.handle.net/2237/206788dcca3e6-b9a4-44d2-8e0e-80df1cbbc55d
名前 / ファイル | ライセンス | アクション |
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2008_1667.pdf (913.4 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 | Visualization of Gene-Evaluation Value in Multi-Objective Problem and Feedback for Efficient Search | |||||
言語 | en | |||||
著者 |
Ishiguro, Hidetaka
× Ishiguro, Hidetaka× 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 | Multi-Objective Problem | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Visualization | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Gene-Evaluation Value | |||||
抄録 | ||||||
内容記述 | It is generally important for the high performance of search in GA to use the coding which has similar relationship between neighboring relationships in genotype space and those in evaluation space because GA searches the neighborhood of the genes with high evaluation values. However, there is no criterion for the similarity of relationship between them, then each coding is done by trial and error. This paper proposes the visualization method to grasp the relationship between genes and their evaluation values. This paper applies the proposed method to a benchmark function of multi-objective problem and shows that it enables us to grasp the similarities of genes between in the genotype space and evaluation space. Then it shows that the visualization result can give us some ideas of the feedback into genetic operations for more efficient search. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
内容記述 | ||||||
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 | |||||
内容記述タイプ | Other | |||||
内容記述 | ||||||
内容記述 | Session ID: SA-G4-3 | |||||
言語 | en | |||||
内容記述タイプ | Other | |||||
出版者 | ||||||
言語 | ja | |||||
出版者 | 日本知能情報ファジィ学会 | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_5794 | |||||
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.2008.0.1667.0 | |||||
書誌情報 |
en : SCIS & ISIS 巻 2008, p. 1667-1670, 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.2008.0.1667.0 | |||||
識別子タイプ | DOI | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/20678 | |||||
識別子タイプ | HDL |