{"created":"2024-05-07T06:53:55.086001+00:00","id":2000144,"links":{},"metadata":{"_buckets":{"deposit":"633fb571-c152-447e-8fed-94ef90464679"},"_deposit":{"created_by":14,"id":"2000144","owner":"14","owners":[14],"pid":{"revision_id":0,"type":"depid","value":"2000144"},"status":"published"},"_oai":{"id":"oai:shonan-it.repo.nii.ac.jp:02000144","sets":["1711090862268:1713406840451"]},"author_link":["2004","2005"],"control_number":"2000144","item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-03-31","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"75","bibliographicPageStart":"69","bibliographicVolumeNumber":"53","bibliographic_titles":[{"bibliographic_title":"湘南工科大学紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"SHONAN INSTITUTE OF  TECHNOLOGY JOURNAL","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"これまでに著者は決定論的な粒子群最適化手法である区分線形系粒子群最適化法 (PPSO) を提案した．PPSOの粒子は収束モードと発散モードの二つの回転モードを持ち，探索過程に伴い動的に二つの回転モードが切り替わることで解空間上の探索を行う．PPSOにおいて，粒子群は多次元解空間の座標軸方向への探索に偏らずに解空間上を自由に飛び回ることができるため，回転問題に対する探索性能が高いことが示されている．本論文ではPPSOの探索性能を向上させるために，粒子間の情報共有に近傍構造を導入したN-PPSO  (PPSO with Neighborhood Topology) を提案する．N-PPSOの有効性を示すために，粒子群最適化法の粒子間に近傍構造を導入したN-PSO (PSO with Neighborhood Topology) との比較実験を行う．\n\nPiecewise-linear particle swarm optimizer (PPSO) was proposed, which is a deterministic particle swarm optimization. In PPSO, each particle has two search modes which are a convergence mode and a divergence mode, and switches both search modes irregularly. PPSO is effective to solve rotated problems, because PPSO particles can move in solution spaces toward various directions. Here, in order to improve search performances of PPSO, a neighborhood topology between particles is introduced to PPSO (N-PPSO). We compared the search performances of N-PPSO with those of PSO with the neighborhood topology (N-PSO) through the numerical simulations.","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"湘南工科大学","subitem_publisher_language":"ja"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10400308","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09192549","subitem_source_identifier_type":"PISSN"}]},"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":"佐々木, 智志","creatorNameLang":"ja"},{"creatorName":"ササキ, トモユキ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"佐々木","familyNameLang":"ja"},{"familyName":"ササキ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"智志","givenNameLang":"ja"},{"givenName":"トモユキ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"2004","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"SASAKI, Tomoyuki","creatorNameLang":"en"}],"familyNames":[{"familyName":"SASAKI","familyNameLang":"en"}],"givenNames":[{"givenName":"Tomoyuki","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"2005","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":"2024-05-07"}],"displaytype":"detail","filename":"69-75_佐々木智志_区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価.pdf","filesize":[{"value":"542 KB"}],"format":"application/pdf","licensetype":"license_11","mimetype":"application/pdf","url":{"label":"区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価","url":"https://shonan-it.repo.nii.ac.jp/record/2000144/files/69-75_佐々木智志_区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価.pdf"},"version_id":"152e9d8f-c6b1-413d-82bc-b4793cbc6ee5"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"粒子群最適化法","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"決定論的システム","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"群知能アルゴリズム","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"近傍構造","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Particle swarm optimization","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Deterministic system","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Swarm intelligence al-gorithm","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Neighborhood topology","subitem_subject_language":"en","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":"区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価","subitem_title_language":"ja"},{"subitem_title":"Solving performances of piecewise-linear particle swarm optimizer with neighborhood topology","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"14","path":["1713406840451"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-05-07"},"publish_date":"2024-05-07","publish_status":"0","recid":"2000144","relation_version_is_last":true,"title":["区分線形系粒子群最適化法における粒子間ネットワークに関する性能評価"],"weko_creator_id":"14","weko_shared_id":-1},"updated":"2024-05-17T06:59:08.757229+00:00"}