{"created":"2023-05-15T09:58:48.307792+00:00","id":2829,"links":{},"metadata":{"_buckets":{"deposit":"5e92d251-2bcb-4f41-95f4-d4204212854f"},"_deposit":{"created_by":5,"id":"2829","owner":"5","owners":[5],"pid":{"revision_id":0,"type":"depid","value":"2829"},"status":"published"},"_oai":{"id":"oai:miyazaki-u.repo.nii.ac.jp:00002829","sets":["73","73:36","73:36:330","73:36:330:313"]},"author_link":["11805","11807","14916"],"item_10002_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Construction of GMDH-based Prediction model using GA","subitem_alternative_title_language":"en"}]},"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2003-07","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"320","bibliographicPageStart":"315","bibliographicVolumeNumber":"32","bibliographic_titles":[{"bibliographic_title":"宮崎大学工学部紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"Memoirs of Faculty of Engineering, University of Miyazaki","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Abstract \nTime series prediction by combining GMDH and Genetic Algorithm (GA) is developed. GMDH \ncombines a simple nonlinear method and built model using GA automatically. The proposed model is \ncompared with GP-based model with bench marks of Mackey-Glass chaos, and sunspots. The prediction \nmethods are evaluated from the viewpoint of minimum prediction error and average prediction error. The \nproposed model is able to obtain the result better than other methods, or is the same than other methods.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"宮崎大学工学部","subitem_publisher_language":"ja"},{"subitem_publisher":"Faculty of Engineering, University of Miyazaki","subitem_publisher_language":"en"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA00732558","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"05404924","subitem_source_identifier_type":"ISSN"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yoshihara, Ikuo","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"11807","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Ohta, Kouji","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"14916","nameIdentifierScheme":"WEKO"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"0000000106573887","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"https://isni.org/isni/0000000106573887"}],"affiliationNames":[{"affiliationName":"宮崎大学","affiliationNameLang":"ja"},{"affiliationName":"University of Miyazaki","affiliationNameLang":"en"}]}],"creatorNames":[{"creatorName":"山森, 一人","creatorNameLang":"ja"},{"creatorName":"ヤマモリ, クニヒト","creatorNameLang":"ja-Kana"},{"creatorName":"Yamamori, Kunihito","creatorNameLang":"en"}],"familyNames":[{"familyName":"山森","familyNameLang":"ja"},{"familyName":"ヤマモリ","familyNameLang":"ja-Kana"},{"familyName":"Yamamori","familyNameLang":"en"}],"givenNames":[{"givenName":"一人","givenNameLang":"ja"},{"givenName":"クニヒト","givenNameLang":"ja-Kana"},{"givenName":"Kunihito","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"11805","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50293395","nameIdentifierScheme":"e-Rad_Researcher","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=50293395"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2020-06-21"}],"displaytype":"detail","filename":"KJ00002426427.pdf","filesize":[{"value":"361.9 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"KJ00002426427.pdf","url":"https://miyazaki-u.repo.nii.ac.jp/record/2829/files/KJ00002426427.pdf"},"version_id":"a43b8b1e-67ff-451c-9f6c-007c3501bf97"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"GMDH, Genetic Algorithm, Time series prediction, Complex nonlinear model","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Construction of GMDH-based Prediction model using GA","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Construction of GMDH-based Prediction model using GA","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"5","path":["73","36","330","313"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2007-06-28"},"publish_date":"2007-06-28","publish_status":"0","recid":"2829","relation_version_is_last":true,"title":["Construction of GMDH-based Prediction model using GA"],"weko_creator_id":"5","weko_shared_id":2},"updated":"2025-01-09T05:36:05.773742+00:00"}