{"_buckets": {"deposit": "4e8aa13e-8fd2-4f08-a397-efd1e9e5b3cc"}, "_deposit": {"created_by": 3, "id": "3281", "owners": [3], "pid": {"revision_id": 0, "type": "depid", "value": "3281"}, "status": "published"}, "_oai": {"id": "oai:ir.kagoshima-u.ac.jp:00003281", "sets": ["36", "5366"]}, "author_link": ["4261", "81340", "81339", "81344", "81343", "81345", "81341", "81342", "4259"], "item_7_alternative_title_19": {"attribute_name": "タイトルよみ", "attribute_value_mlt": [{"subitem_alternative_title": "RBF ネットワーク　ト　GA　ニヨル　Hammersteinガタ　ヒセンケイ　システム　ノ　ドウテイ"}]}, "item_7_biblio_info_5": {"attribute_name": "収録雑誌名", "attribute_value_mlt": [{"bibliographicPageEnd": "53", "bibliographicPageStart": "47", "bibliographicVolumeNumber": "46", "bibliographic_titles": [{"bibliographic_title": "鹿児島大学工学部研究報告"}]}]}, "item_7_date_6": {"attribute_name": "作成日", "attribute_value_mlt": [{"subitem_date_issued_datetime": "2004-12-15"}]}, "item_7_description_4": {"attribute_name": "要約(Abstract)", "attribute_value_mlt": [{"subitem_description": "This paper proposes an identification method of Hammerstein type nonlinear systems by using radial basis function (RBF) networks and genetic algorithm (GA). An unknown nonlinear static part to be estimated is approximately represented by an RBF network. The weighting parameters of the RBF network and the system parameters of the linear dynamic part are estimated by the linear leastsquares method. The adjusting parameters for the RBF network structure, i. e. the number, centers and widths of the RBF are properly determined by using the GA, in which the Akaike information criterion (AIC) is utilized as the fitness value function. Simulation results are shown to examine the effectiveness of the proposed method.", "subitem_description_type": "Other"}]}, "item_7_full_name_2": {"attribute_name": "著者よみ", "attribute_value_mlt": [{"nameIdentifiers": [{"nameIdentifier": "81340", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "ハチノ, トモヒロ"}]}, {"nameIdentifiers": [{"nameIdentifier": "81341", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "デグチ, カツヒサ"}]}, {"nameIdentifiers": [{"nameIdentifier": "81342", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "タカタ, ヒトシ"}]}]}, "item_7_full_name_3": {"attribute_name": "別言語の著者", "attribute_value_mlt": [{"nameIdentifiers": [{"nameIdentifier": "81343", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "HACHINO, Tomohiro"}]}, {"nameIdentifiers": [{"nameIdentifier": "81344", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "DEGUCHI, Katsuhisa"}]}, {"nameIdentifiers": [{"nameIdentifier": "81345", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "TAKATA, Hitoshi"}]}]}, "item_7_publisher_23": {"attribute_name": "公開者・出版者", "attribute_value_mlt": [{"subitem_publisher": "鹿児島大学"}]}, "item_7_source_id_7": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "0451212X", "subitem_source_identifier_type": "ISSN"}]}, "item_7_source_id_9": {"attribute_name": "NII書誌ID", "attribute_value_mlt": [{"subitem_source_identifier": "AN00040363", "subitem_source_identifier_type": "NCID"}]}, "item_7_subject_15": {"attribute_name": "NDC", "attribute_value_mlt": [{"subitem_subject": "500", "subitem_subject_scheme": "NDC"}]}, "item_7_subject_20": {"attribute_name": "NIIsubject", "attribute_value_mlt": [{"subitem_subject": "工学", "subitem_subject_scheme": "Other"}]}, "item_7_text_24": {"attribute_name": "公開者よみ", "attribute_value_mlt": [{"subitem_text_value": "カゴシマダイガク"}]}, "item_7_text_25": {"attribute_name": "公開者別名", "attribute_value_mlt": [{"subitem_text_value": "Kagoshima university"}]}, "item_7_text_30": {"attribute_name": "NIIタイプ", "attribute_value_mlt": [{"subitem_text_value": "Departmental Bulletin Paper"}]}, "item_7_version_type_14": {"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": "八野, 知博"}], "nameIdentifiers": [{"nameIdentifier": "4261", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "1000050284906", "nameIdentifierScheme": "NRID", "nameIdentifierURI": " "}]}, {"creatorNames": [{"creatorName": "出口, 勝尚"}], "nameIdentifiers": [{"nameIdentifier": "81339", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "高田, 等"}], "nameIdentifiers": [{"nameIdentifier": "4259", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "1000080038075", "nameIdentifierScheme": "NRID", "nameIdentifierURI": " "}]}]}, "item_files": {"attribute_name": "ファイル情報", 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"Other"}, {"subitem_subject": "Genetic algorithm", "subitem_subject_scheme": "Other"}]}, "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": "RBFネットワークとGAによるHammerstein型非線形システムの同定", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "RBFネットワークとGAによるHammerstein型非線形システムの同定"}, {"subitem_title": "IDENTIFICATION OF HAMMERSTEIN TYPE NONLINEAR SYSTEMS USING RBF NETWORKS AND GA", "subitem_title_language": "en"}]}, "item_type_id": "7", "owner": "3", "path": ["36", "5366"], "permalink_uri": "http://hdl.handle.net/10232/633", "pubdate": {"attribute_name": "公開日", "attribute_value": "2015-02-20"}, "publish_date": "2015-02-20", "publish_status": "0", "recid": "3281", "relation": {}, "relation_version_is_last": true, "title": ["RBFネットワークとGAによるHammerstein型非線形システムの同定"], "weko_shared_id": 3}