{"id":228874,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00228874","sets":["1164:2036:11089:11372"]},"path":["11372"],"owner":"44499","recid":"228874","title":["補正処理を導入した部分QUBOアニーリングによる複数日旅程最適化"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-11-10"},"_buckets":{"deposit":"e6ef26e3-3abb-4244-a140-5476ee7a13e3"},"_deposit":{"id":"228874","pid":{"type":"depid","value":"228874","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"補正処理を導入した部分QUBOアニーリングによる複数日旅程最適化","author_link":["614456","614453","614454","614455"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"補正処理を導入した部分QUBOアニーリングによる複数日旅程最適化"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"イジングマシン，量子コンピュータ","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-11-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"早稲田大学大学院基幹理工学研究科情報理工・情報通信専攻"},{"subitem_text_value":" 早稲田大学大学院基幹理工学研究科情報理工・情報通信専攻"},{"subitem_text_value":" 早稲田大学大学院基幹理工学研究科情報理工・情報通信専攻"},{"subitem_text_value":" 早稲田大学大学院基幹理工学研究科情報理工・情報通信専攻"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/228874/files/IPSJ-SLDM23204007.pdf","label":"IPSJ-SLDM23204007.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLDM23204007.pdf","filesize":[{"value":"1.1 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"8fc1647c-8308-4b98-935f-d1bd401ed021","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"野口, 竜弥"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"深田, 佳佑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鮑, 思雅"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"戸川, 望"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11451459","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8639","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"複数日旅程最適化問題とは，複数日に亘って観光スポットやホテルを巡回する最適な経路を探索する組合せ最適化問題である．組合せ最適化問題を効率よく求解する計算機として，量子アニーラやイジングマシンが研究されている．量子アニーラは，組合せ最適化問題を Quadratic Unconstrained Binary Optimization (QUBO) モデルにマッピングすることで問題を求解できるが，ハードウェアの制約により入力できる問題サイズに上限があるため，問題サイズによっては QUBO モデルをそのまま求解することが困難な場合がある．そこで，QUBO モデルを量子アニーラに入力可能なサイズの部分 QUBO に分割することで，大きなサイズの組合せ最適化問題を求解することができるが，量子アニーラは必ずしも問題の制約を満たす解を出力するとは限らない．そこで本稿では，量子アニーラによる部分 QUBO アニーリングによって複数日旅程最適化問題の制約を満たさない解が得られた場合，問題の制約を満たすように解を補正する補正処理を部分 QUBO アニーリング中に導入する手法を提案する．量子アニーラを用いた実験の結果，補正処理の導入により複数日旅程最適化問題の解が改善されることを確認した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告システムとLSIの設計技術（SLDM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-11-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"7","bibliographicVolumeNumber":"2023-SLDM-204"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T11:41:12.698339+00:00","created":"2025-01-19T01:28:00.472408+00:00","links":{}}