{"created":"2021-03-01T05:58:59.305038+00:00","id":6552,"links":{},"metadata":{"_buckets":{"deposit":"152cdc19-98b0-4a7d-9778-13c21e727608"},"_deposit":{"id":"6552","owners":[],"pid":{"revision_id":0,"type":"depid","value":"6552"},"status":"published"},"_oai":{"id":"oai:kitami-it.repo.nii.ac.jp:00006552","sets":["7:15:36"]},"item_2_alternative_title_18":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Construction of a Revised GMDH with Multi-algorithm"}]},"item_2_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"1983-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"58","bibliographicPageStart":"47","bibliographicVolumeNumber":"15","bibliographic_titles":[{"bibliographic_title":"北見工業大学研究報告"}]}]},"item_2_description_14":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_2_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"The GMDH （Group Method of Data Handling） is well known as a modeling method of a complex system. However, the models obtained have generally led to complex expressions because partial polynomials with two variables are used in the method. In this paper, a revised GMDH is proposed from a point of view of practical use. The revised points are following : 1) partial polynomials consist of multi variables and can be selected arbitrarily in each selection layer ; 2) optimal partial polynomials can be generated automatically ; 3) the AIC (Akaike’s Information Criterion) is used as a criterion for selecting intermediate variables, generating optimal partial polynomials and stopping the multi-layered calculation ; 4) it is possible to constitute a modeling algorithm according to the intention of a model maker. Two different algorithms constituted under the concept of this revised GMDH are applied to a simple illustrative example, and these results are compared and discussed.　　　　　　　　　　　　　　　　　","subitem_description_type":"Abstract"}]},"item_2_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"33051","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Akira, KIKUTA"}]},{"nameIdentifiers":[{"nameIdentifier":"33052","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Yuji, KAMIYA"}]}]},"item_2_publisher_32":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"北見工業大学"}]},"item_2_select_15":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_select_item":"publisher"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"菊田, 章"}],"nameIdentifiers":[{"nameIdentifier":"33049","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"神谷, 祐二"}],"nameIdentifiers":[{"nameIdentifier":"33050","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2016-11-22"}],"displaytype":"detail","filename":"15-1-4.pdf","filesize":[{"value":"4.6 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"15-1-4.pdf","url":"https://kitami-it.repo.nii.ac.jp/record/6552/files/15-1-4.pdf"},"version_id":"58eeec44-9d49-46cc-9117-b0c23e48550c"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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":"マルチアルゴリズムの可能な改良形GMDHの構成*","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"マルチアルゴリズムの可能な改良形GMDHの構成*"}]},"item_type_id":"2","owner":"1","path":["36"],"pubdate":{"attribute_name":"公開日","attribute_value":"2007-04-09"},"publish_date":"2007-04-09","publish_status":"0","recid":"6552","relation_version_is_last":true,"title":["マルチアルゴリズムの可能な改良形GMDHの構成*"],"weko_creator_id":"1","weko_shared_id":3},"updated":"2022-12-13T02:19:52.738993+00:00"}