{"created":"2023-05-15T12:31:08.617514+00:00","id":703,"links":{},"metadata":{"_buckets":{"deposit":"e95fc8db-d5a4-4a47-b25b-a428e05ecf43"},"_deposit":{"created_by":6,"id":"703","owners":[6],"pid":{"revision_id":0,"type":"depid","value":"703"},"status":"published"},"_oai":{"id":"oai:fit.repo.nii.ac.jp:00000703","sets":["256:257:371"]},"author_link":["3277","3276","3279","3296","3295","3278"],"item_3_alternative_title_23":{"attribute_name":"タイトル（ヨミ）","attribute_value_mlt":[{"subitem_alternative_title":"イデンテキ アルゴリズム ニ オケル トツゼン ヘンイ ノ カイ ニ オヨボス エイキョウ ニ ツイテ"}]},"item_3_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"1996-10-30","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"182","bibliographicPageStart":"175","bibliographicVolumeNumber":"29","bibliographic_titles":[{"bibliographic_title":"福岡工業大学研究論集"},{"bibliographic_title":"RESEARCH BULLETIN OF FUKUOKA INSTITUTE OF TECHNOLOGY","bibliographic_titleLang":"en"}]}]},"item_3_description_17":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_3_description_47":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"論文(Article)","subitem_description_type":"Other"}]},"item_3_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"This paper discusses the characteristics of genetic algorithms from the view point of mutation. Two kinds of mutation with fixed and variable probabilities are used for the Knapsack problem in our experiments. The following results are obtained :  (1)\tThe quality of solution is better when using mutation of a suitable probability value than not.\n(2) There exists an optimal value of mutation probability.\n(3) The variable mutation method where the probability decreases together with generations could converge to the best solution.","subitem_description_type":"Other"}]},"item_3_full_name_2":{"attribute_name":"著者(ヨミ)","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"3278","nameIdentifierScheme":"WEKO"}],"names":[{"name":"モモハラ, タケトシ"}]},{"nameIdentifiers":[{"nameIdentifier":"3279","nameIdentifierScheme":"WEKO"}],"names":[{"name":"アラヤ, シンジ"}]}]},"item_3_full_name_3":{"attribute_name":"別言語の著者","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"3295","nameIdentifierScheme":"WEKO"}],"names":[{"name":"MOMOHARA, Taketoshi"}]},{"nameIdentifiers":[{"nameIdentifier":"3296","nameIdentifierScheme":"WEKO"}],"names":[{"name":"ARAYA, Shinji"}]}]},"item_3_publisher_37":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"福岡工業大学"}]},"item_3_source_id_7":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"02876620","subitem_source_identifier_type":"ISSN"}]},"item_3_text_38":{"attribute_name":"出版者（ヨミ）","attribute_value_mlt":[{"subitem_text_value":"フクオカ コウギョウ ダイガク"}]},"item_3_text_39":{"attribute_name":"別言語の出版者","attribute_value_mlt":[{"subitem_text_value":"Fukuoka Institute of Technology"}]},"item_3_text_48":{"attribute_name":"資源タイプ・ローカル","attribute_value_mlt":[{"subitem_text_value":"紀要論文"}]},"item_3_text_49":{"attribute_name":"資源タイプ・NII","attribute_value_mlt":[{"subitem_text_value":"Departmental Bulletin Paper"}]},"item_3_text_50":{"attribute_name":"資源タイプ・DCMI","attribute_value_mlt":[{"subitem_text_value":"text"}]},"item_3_text_51":{"attribute_name":"資源タイプ・ローカル表示コード","attribute_value_mlt":[{"subitem_text_value":"02"}]},"item_3_version_type_19":{"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":"百原, 武敏"}],"nameIdentifiers":[{"nameIdentifier":"3276","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"荒屋, 真二"}],"nameIdentifiers":[{"nameIdentifier":"3277","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","displaytype":"detail","filename":"29(1)-175.pdf","filesize":[{"value":"1.1 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://fit.repo.nii.ac.jp/record/703/files/29(1)-175.pdf"},"version_id":"c25b3fb3-a282-4c1b-a94d-87a060eb8f27"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Genetic algorithm","subitem_subject_scheme":"Other"},{"subitem_subject":"Mutation","subitem_subject_scheme":"Other"},{"subitem_subject":"Knapsack Problem","subitem_subject_scheme":"Other"},{"subitem_subject":"Genetic algorithm","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Mutation","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Knapsack Problem","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":"遺伝的アルゴリズムにおける突然変異の解におよぼす影響について","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"遺伝的アルゴリズムにおける突然変異の解におよぼす影響について"},{"subitem_title":"The Effects of Mutations on Solutions in Genetic Algorithm","subitem_title_language":"en"}]},"item_type_id":"3","owner":"6","path":["371"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-02-26"},"publish_date":"2021-02-26","publish_status":"0","recid":"703","relation_version_is_last":true,"title":["遺伝的アルゴリズムにおける突然変異の解におよぼす影響について"],"weko_creator_id":"6","weko_shared_id":-1},"updated":"2023-05-15T12:41:02.997830+00:00"}