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ニューラルネットワークを用いた人工リーフ周辺の水理特性評価
http://hdl.handle.net/2297/35690
http://hdl.handle.net/2297/35690b75add03-c981-4327-8752-13165020abe6
名前 / ファイル | ライセンス | アクション |
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TE-PR-SAITOH-T-971.pdf (1.0 MB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2017-10-03 | |||||
タイトル | ||||||
タイトル | ニューラルネットワークを用いた人工リーフ周辺の水理特性評価 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Estimation of Hydraulic Characteristics around Artificial Reef using Neural Network: A Case Study of Wave Trapping Artificial Reef | |||||
言語 | ||||||
言語 | jpn | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
斎藤, 武久
× 斎藤, 武久× 砂原, 啓人× 市川, 督人× 福本, 正× 間瀬, 肇× 石田, 啓 |
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書誌情報 |
海岸工学論文集 = Proceedings of Coastal Engineering, JSCE 巻 55, 号 2008, p. 971-975, 発行日 2008-01-01 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 0916-7897 | |||||
NCID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AN10369955 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.2208/proce1989.55.971 | |||||
出版者 | ||||||
出版者 | 土木学会 = Proceedings of Coastal Engineering, JSCE / Japan Society of Civil Engineers | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | This study aims to develop a highly accurate method for an estimation of hydraulic characteristics around an artificial reef by using an artificial neural network, instead of a conventional method using a regression analysis. The wave trapping artificial reef is chosen as the structure of an artificial reef, and transmission coefficient and wave setup behind the reef are focused as hydraulic characteristics. For the training of the artificial neural network, the Levenberg-Marquardt method with Bayesian regulation is employed. Predictions of transmission coefficient and wave setup from the trained network agreed well with the experimental results comparing with predicted ones from the method using a regression analysis. | |||||
権利 | ||||||
権利情報 | Copyright © 社団法人 土木学会 Japan Society of Civil Engineers | 許可を得て登録 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
関連URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | http://www.jsce.or.jp/ | |||||
関連URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | https://www.jstage.jst.go.jp/browse/proce1989/-char/ja/ |