{"_buckets": {"deposit": "e7d56d2b-dd57-4260-be92-fd42b32724f0"}, "_deposit": {"id": "8576", "owners": [], "pid": {"revision_id": 0, "type": "depid", "value": "8576"}, "status": "published"}, "_oai": {"id": "oai:nagoya.repo.nii.ac.jp:00008576"}, "item_10_alternative_title_19": {"attribute_name": "\u305d\u306e\u4ed6\u306e\u8a00\u8a9e\u306e\u30bf\u30a4\u30c8\u30eb", "attribute_value_mlt": [{"subitem_alternative_title": "Grasping the Effects of Genetic Operation and Improvement of Searching Ability through Visualizing Search Process for GA"}]}, "item_10_biblio_info_6": {"attribute_name": "\u66f8\u8a8c\u60c5\u5831", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2007-02", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "77", "bibliographicPageStart": "69", "bibliographicVolumeNumber": "48", "bibliographic_titles": [{"bibliographic_title": "\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u8ad6\u6587\u8a8c : \u6570\u7406\u30e2\u30c7\u30eb\u5316\u3068\u5fdc\u7528(TOM)"}]}]}, "item_10_description_4": {"attribute_name": "\u6284\u9332", "attribute_value_mlt": [{"subitem_description": "\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08Genetic Algorithm : GA)\u306e\u89e3\u63a2\u7d22\u6027\u80fd\u306f\u907a\u4f1d\u7684\u6f14\u7b97\u306e\u65b9\u6cd5\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002\u907a\u4f1d\u7684\u6f14\u7b97\u306e\u65b9\u6cd5\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u89e3\u63a2\u7d22\u6027\u80fd\u306b\u53ca\u307c\u3059\u52b9\u679c\u3092\u77e5\u308b\u306b\u306f\u3001\u901a\u5e38\u3001\u8a55\u4fa1\u5024\u306e\u6539\u5584\u52b9\u679c\u304c\u6307\u6a19\u3068\u3055\u308c\u308b\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001GA\u306b\u304a\u3051\u308b\u89e3\u63a2\u7d22\u904e\u7a0b\u306e\u53ef\u8996\u5316\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002\u63d0\u6848\u624b\u6cd5\u3067\u306f\u3001Self-Organizing Map (SOM)\u306b\u3088\u308aGA\u3067\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u500b\u4f53\u9593\u306e\u76f8\u5bfe\u8ddd\u96e2\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001GA\u5168\u4f53\u306e\u63a2\u7d22\u6027\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u500b\u4f53\u304c\u591a\u69d8\u6027\u3092\u4fdd\u3063\u3066\u3044\u308b\u69d8\u5b50\u3084\u907a\u4f1d\u7684\u6f14\u7b97\u306e\u52b9\u679c\u306e\u628a\u63e1\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u907a\u4f1d\u7684\u6f14\u7b97\u65b9\u6cd5\u3084\u305d\u308c\u3089\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u306b\u5bfe\u3059\u308b\u9069\u5207\u306a\u6307\u91dd\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001\u57fa\u790e\u7684\u691c\u8a0e\u3068\u3057\u3066\u7c21\u5358\u306a2\u5909\u6570\u306e\u6700\u9069\u5316\u554f\u984c\u306b\u5bfe\u3057\u3066\u63d0\u6848\u624b\u6cd5\u3092\u9069\u7528\u3057\u3001\u52b9\u7387\u7684\u306a\u89e3\u63a2\u7d22\u3092\u884c\u3046\u907a\u4f1d\u7684\u6f14\u7b97\u3084\u305d\u308c\u3089\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6c7a\u5b9a\u3059\u308b\u65b0\u3057\u3044\u60c5\u5831\u304c\u7372\u5f97\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002\u307e\u305f\u3001\u5f97\u3089\u308c\u305f\u89e3\u63a2\u7d22\u904e\u7a0b\u60c5\u5831\u3092\u7528\u3044\u3066\u3001\u907a\u4f1d\u7684\u6f14\u7b97\u3084\u305d\u308c\u3089\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u3078\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u89e3\u63a2\u7d22\u306e\u52b9\u7387\u5316\u304c\u53ef\u80fd\u3068\u306a\u308b\u3053\u3068\u3092\u793a\u3059\u3002Performance in searching solutions by GA depends on genetic operators and/or their parameters. For comparison of the performance with some genetic operators and/or parameters, we have usually taken the transitions of fitness values. This paper proposes a visualizing method for GA, which can visualize relative distances among chromosomes in search process and give information of not only the performance but also the effects of the genetic operations such as the deversity of chromosomes. This method uses Self-Organizing Map(SOM) for the visualization. This paper shows that the visualized data enables us to interpret the differences in search processes, and to get new information to determine efficient genetic operators and their parameters.", "subitem_description_type": "Abstract"}]}, "item_10_description_5": {"attribute_name": "\u5185\u5bb9\u8a18\u8ff0", "attribute_value_mlt": [{"subitem_description": "SIG2(TOM16)", "subitem_description_type": "Other"}]}, "item_10_identifier_60": {"attribute_name": "URI", "attribute_value_mlt": [{"subitem_identifier_type": "HDL", "subitem_identifier_uri": "http://hdl.handle.net/2237/10325"}]}, "item_10_publisher_32": {"attribute_name": "\u51fa\u7248\u8005", "attribute_value_mlt": [{"subitem_publisher": "\u793e\u56e3\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u5b66\u4f1a"}]}, "item_10_rights_12": {"attribute_name": "\u6a29\u5229", "attribute_value_mlt": [{"subitem_rights": "\u3053\u3053\u306b\u63b2\u8f09\u3057\u305f\u8457\u4f5c\u7269\u306e\u5229\u7528\u306b\u95a2\u3059\u308b\u6ce8\u610f\u672c\u8457\u4f5c\u7269\u306e\u8457\u4f5c\u6a29\u306f\uff08\u793e\uff09\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u306b\u5e30\u5c5e\u3057\u307e\u3059\u3002\u672c\u8457\u4f5c\u7269\u306f\u8457\u4f5c\u6a29\u8005\u3067\u3042\u308b\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u306e\u8a31\u53ef\u306e\u3082\u3068\u306b\u63b2\u8f09\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3054\u5229\u7528\u306b\u5f53\u305f\u3063\u3066\u306f\u300c\u8457\u4f5c\u6a29\u6cd5\u300d\u306a\u3089\u3073\u306b\u300c\u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u502b\u7406\u7db1\u9818\u300d\u306b\u5f93\u3046\u3053\u3068\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002 Notice for the use of this material The copyright of this material is retained by the Information Processing Society of Japan (IPSJ). This material is published on this web site with the agreement of the author (s) and the IPSJ. Please be complied with Copyright Law of Japan and the Code of Ethics of the IPSJ if any users wish to reproduce, make derivative work, distribute or make available to the public any part or whole thereof. All Rights Reserved, Copyright (C) Information Processing Society of Japan. Comments are welcome. Mail to address: \u3000editj\u003cat\u003eipsj.or.jp, please."}]}, "item_10_select_15": {"attribute_name": "\u8457\u8005\u7248\u30d5\u30e9\u30b0", "attribute_value_mlt": [{"subitem_select_item": "publisher"}]}, "item_10_source_id_7": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "03875806", "subitem_source_identifier_type": "ISSN"}]}, "item_10_text_14": {"attribute_name": "\u30d5\u30a9\u30fc\u30de\u30c3\u30c8", "attribute_value_mlt": [{"subitem_text_value": "application/pdf"}]}, "item_creator": {"attribute_name": "\u8457\u8005", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "\u5c71\u4ee3, \u5927\u8f14"}], "nameIdentifiers": [{"nameIdentifier": "24136", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "\u5409\u5ddd, \u5927\u5f18"}], "nameIdentifiers": [{"nameIdentifier": "24137", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "\u53e4\u6a4b, \u6b66"}], "nameIdentifiers": [{"nameIdentifier": "24138", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "YAMASHIRO, DAISUKE"}], "nameIdentifiers": [{"nameIdentifier": "24139", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "YOSHIKAWA, TOMOHIRO"}], "nameIdentifiers": [{"nameIdentifier": "24140", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "FURUHASHI, TAKESHI"}], "nameIdentifiers": [{"nameIdentifier": "24141", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "\u30d5\u30a1\u30a4\u30eb\u60c5\u5831", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2018-02-19"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "v48_No_SIG2.pdf", "filesize": [{"value": "2.0 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 2000000.0, "url": {"label": "v48_No_SIG2.pdf", "url": "https://nagoya.repo.nii.ac.jp/record/8576/files/v48_No_SIG2.pdf"}, "version_id": "a5b5d8cf-f8ab-46a2-9f46-45657f039390"}]}, "item_language": {"attribute_name": "\u8a00\u8a9e", "attribute_value_mlt": [{"subitem_language": "jpn"}]}, "item_resource_type": {"attribute_name": "\u8cc7\u6e90\u30bf\u30a4\u30d7", "attribute_value_mlt": [{"resourcetype": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u89e3\u63a2\u7d22\u904e\u7a0b\u306e\u53ef\u8996\u5316\u306b\u3088\u308b\u907a\u4f1d\u7684\u6f14\u7b97\u52b9\u679c\u306e\u628a\u63e1\u3068\u89e3\u63a2\u7d22\u306e\u52b9\u7387\u5316", "item_titles": {"attribute_name": "\u30bf\u30a4\u30c8\u30eb", "attribute_value_mlt": [{"subitem_title": "\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u89e3\u63a2\u7d22\u904e\u7a0b\u306e\u53ef\u8996\u5316\u306b\u3088\u308b\u907a\u4f1d\u7684\u6f14\u7b97\u52b9\u679c\u306e\u628a\u63e1\u3068\u89e3\u63a2\u7d22\u306e\u52b9\u7387\u5316"}]}, "item_type_id": "10", "owner": "1", "path": ["320/321/322"], "permalink_uri": "http://hdl.handle.net/2237/10325", "pubdate": {"attribute_name": "\u516c\u958b\u65e5", "attribute_value": "2008-08-05"}, "publish_date": "2008-08-05", "publish_status": "0", "recid": "8576", "relation": {}, "relation_version_is_last": true, "title": ["\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u89e3\u63a2\u7d22\u904e\u7a0b\u306e\u53ef\u8996\u5316\u306b\u3088\u308b\u907a\u4f1d\u7684\u6f14\u7b97\u52b9\u679c\u306e\u628a\u63e1\u3068\u89e3\u63a2\u7d22\u306e\u52b9\u7387\u5316"], "weko_shared_id": 3}