{"created":"2023-05-15T12:20:33.541619+00:00","id":11165,"links":{},"metadata":{"_buckets":{"deposit":"7a5e254d-103e-463e-9fdb-e7a050f753b5"},"_deposit":{"created_by":1,"id":"11165","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"11165"},"status":"published"},"_oai":{"id":"oai:kansai-u.repo.nii.ac.jp:00011165","sets":["528:1588:1589:1591"]},"author_link":["24390","24386","24388","24387","24385","24389"],"item_9_alternative_title_20":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Effects of adaptive parameter tuning by Particle Swarm Optimization"}]},"item_9_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2016-02","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"12","bibliographicPageStart":"1","bibliographicVolumeNumber":"9","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌　数理モデル化と応用"}]}]},"item_9_description_4":{"attribute_name":"概要","attribute_value_mlt":[{"subitem_description":"組合せ最適化問題などの複雑な問題に対して，メタヒューリスティクス手法は有効であり，その性能は近年飛躍的に向上している．その中でも粒子群最適化(Particle Swarm Optimization : PSO) を用い\nた群知能(Swarm Intelligence : SI) の適応パラメータチューニングは強力な最適化能力を示す．本研究では，複数のSI アルゴリズムにPSO を用いた適応パラメータチューニングを施し，それらを比較することでPSO 適応パラメータチューニングによって強化されたSI の最適化能力を評価する．さらに，重要なパラメータ項目の考察並びに，固定パラメータとPSO 適応パラメータチューニングを比較し，PSO 適応パラメータチューニングの効果を分析する．Meta- heuristics is available for the combinatorial optimization problem and its ability has been developed. The Swarm intelligence (SI) with the adaptive parameter tuning by the Particle Swarm Optimization algorithm  shows powerfull results. In this study, some SI algorithms apply the adaptive parameter tuning by the PSO algorithm. We perform simululation experiments, and evaluate the ability of SI enhanced by the PSO. In addition, we consider the important parameters for some instances, and analyze its effectiveness, comparing the enhanced SI with the SI algorithm set the static parameters.","subitem_description_type":"Other"}]},"item_9_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"24388","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Nagatsuji, Ryouta"}]},{"nameIdentifiers":[{"nameIdentifier":"24389","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Iida, Shuhei"}]},{"nameIdentifiers":[{"nameIdentifier":"24390","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Ebara, Hiroyuki"}]}]},"item_9_publisher_34":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会"}]},"item_9_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"一般社団法人　情報処理学会（利用は著作権の範囲内に限られる。）"}]},"item_9_source_id_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11464803","subitem_source_identifier_type":"NCID"}]},"item_9_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"03875806","subitem_source_identifier_type":"ISSN"}]},"item_9_version_type_17":{"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":"長辻, 亮太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"飯田, 修平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"榎原, 博之"}],"nameIdentifiers":[{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-05-23"}],"displaytype":"detail","filename":"KU-1100-20160200-01.pdf","filesize":[{"value":"1.5 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"KU-1100-20160200-01.pdf","url":"https://kansai-u.repo.nii.ac.jp/record/11165/files/KU-1100-20160200-01.pdf"},"version_id":"a5af22e2-ff6b-4cf5-91fc-fce1a0a51216"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンサルタント誘導型探索","subitem_subject_scheme":"Other"},{"subitem_subject":"巡回セールスマン問題","subitem_subject_scheme":"Other"},{"subitem_subject":"粒子群最適化","subitem_subject_scheme":"Other"},{"subitem_subject":"蟻コロニー最適化","subitem_subject_scheme":"Other"},{"subitem_subject":"パラメータチューニング","subitem_subject_scheme":"Other"},{"subitem_subject":"Consultant Guided Search (CGS)","subitem_subject_scheme":"Other"},{"subitem_subject":"Traveling Salesman Problem (TSP)","subitem_subject_scheme":"Other"},{"subitem_subject":"Particle Swarm Optimization (PSO)","subitem_subject_scheme":"Other"},{"subitem_subject":"Ant Colony Potimization (ACO)","subitem_subject_scheme":"Other"},{"subitem_subject":"parameter tuning","subitem_subject_scheme":"Other"},{"subitem_subject":"関西大学 (Kansai University)","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":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"粒子群最適化による適応パラメータチューニングの効果","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"粒子群最適化による適応パラメータチューニングの効果"}]},"item_type_id":"9","owner":"1","path":["1591"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-06-01"},"publish_date":"2016-06-01","publish_status":"0","recid":"11165","relation_version_is_last":true,"title":["粒子群最適化による適応パラメータチューニングの効果"],"weko_creator_id":"1","weko_shared_id":1},"updated":"2023-05-15T14:13:55.076549+00:00"}