WEKO3
アイテム
{"_buckets": {"deposit": "de32c445-cd75-4434-a873-b673958cc5c4"}, "_deposit": {"created_by": 5, "id": "5252", "owner": "5", "owners": [5], "pid": {"revision_id": 0, "type": "depid", "value": "5252"}, "status": "published"}, "_oai": {"id": "oai:miyazaki-u.repo.nii.ac.jp:00005252", "sets": []}, "author_link": ["11805", "28459", "12201", "28462"], "item_10002_alternative_title_1": {"attribute_name": "その他(別言語等)のタイトル", "attribute_value_mlt": [{"subitem_alternative_title": "TSP ニ オケル イシュ コウサ カタ アダ ブンカ シマ モデル ノ キュウ カイ セイノウ ヒョウカ", "subitem_alternative_title_language": "ja-Kana"}]}, "item_10002_biblio_info_7": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2017-07-31", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "320", "bibliographicPageStart": "317", "bibliographicVolumeNumber": "46", "bibliographic_titles": [{"bibliographic_title": "宮崎大学工学部紀要", "bibliographic_titleLang": "ja"}, {"bibliographic_title": "Memoirs of Faculty of Engineering, University of Miyazaki", "bibliographic_titleLang": "en"}]}]}, "item_10002_description_5": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "Traveling salesman problem (TSP) is one of the benchmark of combination problems.Hybrid genetic algorithm (HGA) which combines genetic algorithm and heuristics is a popular method to solve TSPs. Diversity of individuals in a population is an important point for GA, but some heuristic such as Lin-Kernighan method leads low diversity. In this research, we propose heterogeneous crossover island model for HGA. A population is divided into some subpopulations, and individuals in each sub-population are evolved with different crossover methods. Our proposed method gives better solution in earlier generation than HGA with homogeneous crossover.", "subitem_description_language": "en", "subitem_description_type": "Abstract"}]}, "item_10002_publisher_8": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "宮崎大学工学部", "subitem_publisher_language": "ja"}, {"subitem_publisher": "Faculty of Engineering, University of Miyazaki", "subitem_publisher_language": "en"}]}, "item_10002_source_id_11": {"attribute_name": "書誌レコードID", "attribute_value_mlt": [{"subitem_source_identifier": "AA00732558", "subitem_source_identifier_type": "NCID"}]}, "item_10002_source_id_9": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "05404924", "subitem_source_identifier_type": "ISSN"}]}, "item_10002_text_25": {"attribute_name": "BIBID", "attribute_value_mlt": [{"subitem_text_value": "TC10156639"}]}, "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": "山森, 一人", "creatorNameLang": "ja"}, {"creatorName": "ヤマモリ, クニヒト", "creatorNameLang": "ja-Kana"}, {"creatorName": "Yamamori, Kunihito", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "11805", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "50293395", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://kaken.nii.ac.jp/ja/search/?qm=50293395"}]}, {"creatorNames": [{"creatorName": "図師, 悠佑", "creatorNameLang": "ja"}, {"creatorName": "ズシ, ユウスケ", "creatorNameLang": "ja-Kana"}], "nameIdentifiers": [{"nameIdentifier": "28459", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "相川, 勝", "creatorNameLang": "ja"}, {"creatorName": "アイカワ, マサル", "creatorNameLang": "ja-Kana"}, {"creatorName": "Aikawa, Masaru", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "12201", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Zushi, Yusuke", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "28462", "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": "2020-06-21"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "p317.pdf", "filesize": [{"value": "1.3 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 1300000.0, "url": {"label": "本文", "url": "https://miyazaki-u.repo.nii.ac.jp/record/5252/files/p317.pdf"}, "version_id": "054dbd43-6533-4d0d-80c4-8298b2488fdd"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "TSP, Genetic algorithm, Heterogeneous crossover, Island model", "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": "TSP における異種交叉型異文化島モデルの求解性能評価", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "TSP における異種交叉型異文化島モデルの求解性能評価", "subitem_title_language": "ja"}, {"subitem_title": "Evaluation of Heterogeneous Crossover Island Model by TSP", "subitem_title_language": "en"}]}, "item_type_id": "10002", "owner": "5", "path": ["73", "36", "330", "327"], "permalink_uri": "http://hdl.handle.net/10458/6101", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2020-06-21"}, "publish_date": "2020-06-21", "publish_status": "0", "recid": "5252", "relation": {}, "relation_version_is_last": true, "title": ["TSP における異種交叉型異文化島モデルの求解性能評価"], "weko_shared_id": 2}
TSP における異種交叉型異文化島モデルの求解性能評価
http://hdl.handle.net/10458/6101
http://hdl.handle.net/10458/61012a43bfcf-b410-4af5-bb6b-e5e16568e5c3
名前 / ファイル | ライセンス | アクション |
---|---|---|
本文 (1.3 MB)
|
|
Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2020-06-21 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | TSP における異種交叉型異文化島モデルの求解性能評価 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Evaluation of Heterogeneous Crossover Island Model by TSP | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | TSP, Genetic algorithm, Heterogeneous crossover, Island model | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
その他(別言語等)のタイトル | ||||||
その他のタイトル | TSP ニ オケル イシュ コウサ カタ アダ ブンカ シマ モデル ノ キュウ カイ セイノウ ヒョウカ | |||||
言語 | ja-Kana | |||||
著者 |
山森, 一人
× 山森, 一人× 図師, 悠佑× 相川, 勝× Zushi, Yusuke |
|||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Traveling salesman problem (TSP) is one of the benchmark of combination problems.Hybrid genetic algorithm (HGA) which combines genetic algorithm and heuristics is a popular method to solve TSPs. Diversity of individuals in a population is an important point for GA, but some heuristic such as Lin-Kernighan method leads low diversity. In this research, we propose heterogeneous crossover island model for HGA. A population is divided into some subpopulations, and individuals in each sub-population are evolved with different crossover methods. Our proposed method gives better solution in earlier generation than HGA with homogeneous crossover. | |||||
言語 | en | |||||
書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 46, p. 317-320, 発行日 2017-07-31 |
|||||
出版者 | ||||||
言語 | ja | |||||
出版者 | 宮崎大学工学部 | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Faculty of Engineering, University of Miyazaki | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 05404924 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA00732558 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |