{"id":403906,"date":"2024-06-28T05:24:19","date_gmt":"2024-06-28T04:24:19","guid":{"rendered":"https:\/\/www.thermal-engineering.org\/%e6%83%85%e5%a0%b1%e7%90%86%e8%ab%96%e3%81%a8%e7%ac%a6%e5%8f%b7%e5%8c%96%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%a8%e3%83%b3%e3%83%88%e3%83%ad%e3%83%94%e3%83%bc%e3%81%ae%e7%9c%9f%e5%ae%9f\/"},"modified":"2024-06-28T05:24:20","modified_gmt":"2024-06-28T04:24:20","slug":"%e6%83%85%e5%a0%b1%e7%90%86%e8%ab%96%e3%81%a8%e7%ac%a6%e5%8f%b7%e5%8c%96%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%a8%e3%83%b3%e3%83%88%e3%83%ad%e3%83%94%e3%83%bc%e3%81%ae%e7%9c%9f%e5%ae%9f","status":"publish","type":"post","link":"https:\/\/www.thermal-engineering.org\/ja\/%e6%83%85%e5%a0%b1%e7%90%86%e8%ab%96%e3%81%a8%e7%ac%a6%e5%8f%b7%e5%8c%96%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%a8%e3%83%b3%e3%83%88%e3%83%ad%e3%83%94%e3%83%bc%e3%81%ae%e7%9c%9f%e5%ae%9f\/","title":{"rendered":"\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u771f\u5b9f"},"content":{"rendered":"<p class=\"sidekick\">\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u57fa\u672c\u6982\u5ff5\u3001\u30b7\u30e3\u30ce\u30f3\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u8a08\u7b97\u65b9\u6cd5\u3001\u30c7\u30fc\u30bf\u5727\u7e2e\u3084\u8aa4\u308a\u8a02\u6b63\u7b26\u53f7\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3002<\/p>\n<p><img src=\"https:\/\/www.thermal-engineering.org\/wp-content\/uploads\/2024\/06\/\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u771f\u5b9f.png\" alt=\"\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u771f\u5b9f\" style=\"display: block; margin-left: auto; margin-right: auto;\"\/><\/p>\n<h2>\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u771f\u5b9f<\/h2>\n<p>\u60c5\u5831\u7406\u8ad6\u3068\u306f\u3001\u60c5\u5831\u306e\u91cf\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3057\u3001\u60c5\u5831\u306e\u4f1d\u9054\u3084\u4fdd\u5b58\u306b\u95a2\u3059\u308b\u52b9\u7387\u3092\u5206\u6790\u3059\u308b\u5b66\u554f\u3067\u3059\u3002\u3053\u306e\u5206\u91ce\u3067\u306f\u7279\u306b\u3001\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3068\u3044\u3046\u6982\u5ff5\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f\u30b7\u30e3\u30ce\u30f3\uff08Claude Shannon\uff09\u306b\u3088\u3063\u30661948\u5e74\u306b\u63d0\u5531\u3055\u308c\u3001\u60c5\u5831\u306e\u4e0d\u78ba\u5b9f\u6027\u3092\u6e2c\u308b\u5c3a\u5ea6\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n<p>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u6027\u3084\u4e0d\u78ba\u5b9f\u6027\u306e\u5ea6\u5408\u3044\u3092\u793a\u3059\u6307\u6a19\u3067\u3059\u3002\u60c5\u5831\u7406\u8ad6\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u304c\u9ad8\u3044\u307b\u3069\u3001\u305d\u308c\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u304c\u4e0d\u78ba\u5b9f\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u6982\u5ff5\u306f\u7269\u7406\u5b66\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3068\u3082\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5c11\u3057\u7570\u306a\u308b\u8996\u70b9\u3067\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30b7\u30e3\u30ce\u30f3\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/h3>\n<p>\u30b7\u30e3\u30ce\u30f3\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u5b9a\u7fa9\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff1a<\/p>\n<p>\n\\[ H(X) = -\\sum_{i=1}^n p(x_i) \\log_2(p(x_i)) \\]\n<\/p>\n<p>\u3053\u3053\u3067\u3001\\( H(X) \\) \u306f\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3001\\( p(x_i) \\) \u306f\u4e8b\u8c61 \\( x_i \\) \u304c\u8d77\u3053\u308b\u78ba\u7387\u3067\u3059\u3002\u3053\u306e\u5f0f\u306f\u3001\u5404\u4e8b\u8c61\u306e\u60c5\u5831\u91cf\uff08 \\(-\\log_2(p(x_i))\\) \uff09\u306b\u3001\u305d\u306e\u4e8b\u8c61\u304c\u8d77\u3053\u308b\u78ba\u7387\u3092\u639b\u3051\u3066\u3001\u305d\u308c\u3092\u5168\u3066\u306e\u4e8b\u8c61\u306b\u3064\u3044\u3066\u5408\u8a08\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u5fdc\u7528<\/h2>\n<p>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u5727\u7e2e\u3084\u7b26\u53f7\u5316\u3001\u6697\u53f7\u5316\u306a\u3069\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3044\u304f\u3064\u304b\u306e\u4f8b\u3092\u6319\u3052\u307e\u3059\uff1a<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u5727\u7e2e\uff1a<\/strong> \u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5727\u7e2e\u7387\u3084\u52b9\u7387\u3092\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u304c\u4f4e\u3044\u30c7\u30fc\u30bf\u306f\u5727\u7e2e\u3057\u3084\u3059\u3044\u7279\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u8aa4\u308a\u8a02\u6b63\u7b26\u53f7\uff1a<\/strong> \u901a\u4fe1\u8def\u3067\u767a\u751f\u3059\u308b\u30a8\u30e9\u30fc\u3092\u8a02\u6b63\u3059\u308b\u305f\u3081\u306b\u3001\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u6982\u5ff5\u3092\u6d3b\u7528\u3057\u3066\u6700\u9069\u306a\u7b26\u53f7\u5316\u65b9\u6cd5\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff1a<\/strong> \u9ad8\u3044\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3092\u6301\u3064\u9375\u3084\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u6027\u304c\u9ad8\u304f\u3001\u89e3\u8aad\u304c\u96e3\u3057\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u8a08\u7b97\u4f8b<\/h2>\n<p>\u5177\u4f53\u7684\u306a\u8a08\u7b97\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3042\u308b\u901a\u4fe1\u30b7\u30b9\u30c6\u30e0\u30674\u3064\u306e\u4e8b\u8c61 \\(A\\), \\(B\\), \\(C\\), \\(D\\) \u304c\u305d\u308c\u305e\u308c0.1, 0.2, 0.3, 0.4\u306e\u78ba\u7387\u3067\u767a\u751f\u3059\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\n\\[ H(X) = &#8211; \\left( 0.1 \\log_2(0.1) + 0.2 \\log_2(0.2) + 0.3 \\log_2(0.3) + 0.4 \\log_2(0.4) \\right) \\]\n<\/p>\n<p>\u3053\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u8a08\u7b97\u306b\u3088\u308a\u3001\u305d\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u60c5\u5831\u91cf\u3068\u4e0d\u78ba\u5b9f\u6027\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f\u60c5\u5831\u7406\u8ad6\u306b\u304a\u3044\u3066\u57fa\u790e\u7684\u304b\u3064\u91cd\u8981\u306a\u6982\u5ff5\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u5727\u7e2e\u3084\u7b26\u53f7\u5316\u3001\u6697\u53f7\u5316\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u60c5\u5831\u306e\u771f\u306e\u4fa1\u5024\u3092\u898b\u6975\u3081\u3001\u901a\u4fe1\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6bb5\u3092\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60c5\u5831\u7406\u8ad6\u3068\u7b26\u53f7\u5316\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u57fa\u672c\u6982\u5ff5\u3001\u30b7\u30e3\u30ce\u30f3\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306e\u8a08\u7b97\u65b9\u6cd5\u3001\u30c7\u30fc\u30bf\u5727\u7e2e\u3084\u8aa4\u308a\u8a02\u6b63\u7b26\u53f7\u3078\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[125],"tags":[],"yoast_head":"<!-- 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