WEKO3
アイテム
Construction of image feature extractors based on multi-objective genetic programming with redundancy regulations
http://hdl.handle.net/2237/13923
http://hdl.handle.net/2237/139239838754f-6e2c-49a8-b302-987ecd2ea436
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
matsumoto.pdf (366.4 kB)
|
|
| アイテムタイプ | 学術雑誌論文 / Journal Article(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2010-08-03 | |||||
| タイトル | ||||||
| タイトル | Construction of image feature extractors based on multi-objective genetic programming with redundancy regulations | |||||
| 言語 | en | |||||
| 著者 |
Watchareeruetai, Ukrit
× Watchareeruetai, Ukrit× Matsumoto, Tetsuya× Takeuchi, Yoshinori× Kudo, Hiroaki× Ohnishi, Noboru |
|||||
| 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 | |||||
| 権利 | ||||||
| 権利情報 | ©2009 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||
| 言語 | en | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | Multi-objective optimization | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | image feature extraction | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | linear genetic programming | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | non-dominated sorting | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | redundancy regulation | |||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | This paper proposes a multi-objective genetic programming (MOGP) for automatic construction of feature extraction programs (FEPs). The proposed method is modified from a well known non-dominated sorting evolutionary algorithm, i.e., NSGA-II. The key differences of the method are related with redundancies in program representation. We apply redundancy regulations in three main processes of the MOGP, i.e., population truncation, sampling, and offspring generation, to improve population diversity. Experimental results exhibit that the proposed MOGP-based FEPs construction system provides obviously better performance than the original non-dominated sorting approach. | |||||
| 言語 | en | |||||
| 出版者 | ||||||
| 出版者 | IEEE | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプresource | http://purl.org/coar/resource_type/c_6501 | |||||
| タイプ | journal article | |||||
| 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/10.1109/ICSMC.2009.5346242 <br/> | |||||
| ISSN | ||||||
| 収録物識別子タイプ | PISSN | |||||
| 収録物識別子 | 1062-922X | |||||
| 書誌情報 |
en : IEEE International Conference on Systems, Man and Cybernetics (SMC 2009) p. 1328-1333, 発行日 2009-10-11 |
|||||
| フォーマット | ||||||
| 値 | application/pdf | |||||
| 著者版フラグ | ||||||
| 値 | publisher | |||||
| URI | ||||||
| 識別子 | http://hdl.handle.net/2237/13923 | |||||
| 識別子タイプ | HDL | |||||
| URI | ||||||
| 識別子 | http://dx.doi.org/10.1109/ICSMC.2009.5346242 <br/> | |||||
| 識別子タイプ | DOI | |||||
