{"id":16602,"date":"2025-01-09T20:32:56","date_gmt":"2025-01-09T17:02:56","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16602"},"modified":"2025-01-09T20:32:56","modified_gmt":"2025-01-09T17:02:56","slug":"top-10-essential-algorithms-every-software-developer-should-know","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/ja\/tutorials\/top-10-essential-algorithms-every-software-developer-should-know\/","title":{"rendered":"\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308b10\u306e\u5fc5\u9808\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0"},"content":{"rendered":"<header>\n<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u5c0e\u5165<\/h2>\n<\/header>\n<article>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6700\u9069\u306a\u554f\u984c\u89e3\u6c7a\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u57fa\u672c\u7684\u306a\u67f1\u3067\u3059\u3002\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u6bb5\u968e\u7684\u306a\u65b9\u6cd5\u3001\u3042\u308b\u3044\u306f\u516c\u5f0f\u3067\u3042\u308a\u3001\u305d\u306e\u91cd\u8981\u6027\u306f\u5426\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002\u5fc5\u9808\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u6700\u9069\u3067\u52b9\u679c\u7684\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308b10\u306e\u91cd\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6982\u8aac\u3057\u3001\u305d\u306e\u91cd\u8981\u6027\u3068\u3001\u306a\u305c\u3053\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u4e0d\u53ef\u6b20\u306a\u306e\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002.<\/article>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%85%d8%b1%d8%aa%d8%a8%d8%b3%d8%a7%d8%b2%db%8c\">\u30bd\u30fc\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u30bd\u30fc\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308b\u57fa\u672c\u539f\u5247\u306e 1 \u3064\u3067\u3059\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u7279\u5b9a\u306e\u9806\u5e8f\uff08\u901a\u5e38\u306f\u6570\u5024\u307e\u305f\u306f\u8a9e\u5f59\uff09\u306b\u5206\u985e\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5206\u985e\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u4ed6\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%85%d8%b1%d8%aa%d8%a8%d8%b3%d8%a7%d8%b2%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1\">\u30bd\u30fc\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30bd\u30fc\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u304a\u3088\u3073\u51e6\u7406\u64cd\u4f5c\u306e\u52b9\u7387\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<p>\u9806\u5e8f\u4ed8\u3051\u3089\u308c\u305f\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u304c\u9ad8\u901f\u5316\u3055\u308c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30af\u30a4\u30c3\u30af\u30bd\u30fc\u30c8:<\/strong> \u5206\u5272\u7d71\u6cbb\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u914d\u5217\u3092\u5206\u5272\u3057\u3001\u8981\u7d20\u3092\u6700\u9069\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u30de\u30fc\u30b8\u30bd\u30fc\u30c8:<\/strong> \u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u914d\u5217\u3092\u534a\u5206\u306b\u5206\u5272\u3057\u3001\u4e26\u3079\u66ff\u3048\u3066\u304b\u3089\u7d50\u5408\u3059\u308b\u5206\u5272\u7d71\u6cbb\u6cd5\u3067\u3082\u3042\u308a\u307e\u3059\u3002.<\/li>\n<li><strong>\u30d2\u30c3\u30d7\u30bd\u30fc\u30c8:<\/strong> \u30d2\u30fc\u30d7 \u30c7\u30fc\u30bf\u69cb\u9020\u3092\u4f5c\u6210\u3057\u3001\u6700\u5927\u8981\u7d20\u3092\u7e70\u308a\u8fd4\u3057\u62bd\u51fa\u3057\u3066\u914d\u5217\u3092\u30bd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88\">\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u683c\u7d0d\u3055\u308c\u305f\u60c5\u5831\u3092\u52b9\u7387\u7684\u306b\u53d6\u5f97\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u53d6\u5f97\u304c\u5fc5\u8981\u306a\u72b6\u6cc1\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30c7\u30fc\u30bf\u304c\u6025\u6fc0\u306b\u5897\u52a0\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u52b9\u7387\u7684\u306a\u691c\u7d22\u30e1\u30ab\u30cb\u30ba\u30e0\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u3001\u6642\u9593\u306e\u8907\u96d1\u3055\u304c\u7dda\u5f62\u304b\u3089\u5bfe\u6570\u306b\u524a\u6e1b\u3055\u308c\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u30d7\u30ed\u30bb\u30b9\u304c\u5927\u5e45\u306b\u9ad8\u901f\u5316\u3055\u308c\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-2\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u7dda\u5f62\u63a2\u7d22:<\/strong> \u76ee\u7684\u306e\u5024\u304c\u898b\u3064\u304b\u308b\u304b\u3001\u30ea\u30b9\u30c8\u306e\u6700\u5f8c\u307e\u3067\u9054\u3059\u308b\u307e\u3067\u3001\u5404\u8981\u7d20\u3092\u9806\u756a\u306b\u8abf\u3079\u307e\u3059\u3002.<\/li>\n<li><strong>\u30d0\u30a4\u30ca\u30ea\u691c\u7d22:<\/strong> \u30bd\u30fc\u30c8\u3055\u308c\u305f\u914d\u5217\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3057\u3001\u691c\u7d22\u7bc4\u56f2\u3092\u5206\u5272\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u6df1\u3055\u512a\u5148\u63a2\u7d22 (DFS) \u3068\u5e45\u512a\u5148\u63a2\u7d22 (BFS):<\/strong> \u30c4\u30ea\u30fc\u3084\u30b0\u30e9\u30d5\u306a\u3069\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3084\u691c\u7d22\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%87%d8%b4\">\u30cf\u30c3\u30b7\u30e5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u30cf\u30c3\u30b7\u30e5 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u4efb\u610f\u306e\u30b5\u30a4\u30ba\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3092\u3001\u901a\u5e38\u306f\u30cf\u30c3\u30b7\u30e5 \u30b3\u30fc\u30c9\u306e\u5f62\u5f0f\u3067\u56fa\u5b9a\u30b5\u30a4\u30ba\u306e\u6587\u5b57\u5217\u306b\u5909\u63db\u3057\u307e\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d9%87%d8%b4-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u30cf\u30c3\u30b7\u30e5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30cf\u30c3\u30b7\u30e5\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5143\u306e\u5024\u3067\u306f\u306a\u304f\u77ed\u3044\u30cf\u30c3\u30b7\u30e5 \u30ad\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30a4\u30c6\u30e0\u3092\u898b\u3064\u3051\u308b\u306e\u304c\u7c21\u5358\u306b\u306a\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30a2\u30a4\u30c6\u30e0\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4ed8\u3051\u3066\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p>\u3053\u306e\u65b9\u6cd5\u306f\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5fa9\u65e7\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-3\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30cf\u30c3\u30b7\u30e5\u30c6\u30fc\u30d6\u30eb:<\/strong> \u30cf\u30c3\u30b7\u30e5\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d0\u30b1\u30c3\u30c8\u307e\u305f\u306f\u30b9\u30ed\u30c3\u30c8\u306e\u914d\u5217\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u6697\u53f7\u30cf\u30c3\u30b7\u30e5\u95a2\u6570:<\/strong> \u4e00\u610f\u306e\u30a8\u30f3\u30c8\u30ea\u3054\u3068\u306b\u4e00\u610f\u306e\u30cf\u30c3\u30b7\u30e5\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%86%d9%88%db%8c%d8%b3%db%8c-%d9%be%d9%88%db%8c%d8%a7\">\u52d5\u7684\u8a08\u753b\u6cd5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u52d5\u7684\u8a08\u753b\u6cd5\u306f\u3001\u8907\u96d1\u306a\u554f\u984c\u3092\u3088\u308a\u5358\u7d14\u306a\u30b5\u30d6\u554f\u984c\u306b\u5206\u5272\u3057\u3066\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87%d9%86%d9%88%db%8c%d8%b3%db%8c-%d9%be%d9%88%db%8c%d8%a7\">\u52d5\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u591a\u304f\u306e\u554f\u984c\u306b\u306f\u53cd\u5fa9\u7684\u306a\u30b5\u30d6\u554f\u984c\u3068\u6700\u9069\u306a\u69cb\u9020\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/p>\n<p>\u52d5\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u306f\u3001\u5404\u30b5\u30d6\u554f\u984c\u3092 1 \u56de\u3060\u3051\u89e3\u6c7a\u3057\u3066\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u3001\u7e70\u308a\u8fd4\u3057\u306e\u8a08\u7b97\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-4\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30d5\u30a3\u30dc\u30ca\u30c3\u30c1\u6570\u5217\u306e\u8a08\u7b97:<\/strong> \u4ee5\u524d\u306e\u7d50\u679c\u3092\u4fdd\u5b58\u3057\u3066\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u5185\u306e\u6b21\u306e\u6570\u5024\u3092\u52b9\u7387\u7684\u306b\u8a08\u7b97\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u30d0\u30c3\u30af\u30d1\u30c3\u30af\u306e\u554f\u984c:<\/strong> \u5bb9\u91cf\u3092\u8d85\u3048\u305a\u306b\u6700\u3082\u4fa1\u5024\u306e\u3042\u308b\u30a2\u30a4\u30c6\u30e0\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u6700\u77ed\u7d4c\u8def\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u91cd\u307f\u4ed8\u304d\u6709\u5411\u30b0\u30e9\u30d5\u5185\u306e\u6700\u77ed\u7d4c\u8def\u3092\u8a08\u7b97\u3059\u308b\u30d9\u30eb\u30de\u30f3\u30d5\u30a9\u30fc\u30c9 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%da%af%d8%b1%d8%a7%d9%81\">\u30b0\u30e9\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u30b0\u30e9\u30d5 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u9593\u306e\u30d0\u30a4\u30ca\u30ea\u95a2\u4fc2\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u30b0\u30e9\u30d5\u7406\u8ad6\u306b\u95a2\u9023\u3059\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%da%af%d8%b1%d8%a7%d9%81-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u30b0\u30e9\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30b0\u30e9\u30d5\u306f\u3001\u901a\u4fe1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30c7\u30fc\u30bf\u69cb\u6210\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30c7\u30d0\u30a4\u30b9\u306a\u3069\u3092\u8868\u3057\u307e\u3059\u3002.<\/p>\n<p>\u30b0\u30e9\u30d5\u3092\u51e6\u7406\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u3053\u308c\u3089\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7406\u89e3\u3057\u3001\u52b9\u679c\u7684\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-5\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30c0\u30a4\u30af\u30b9\u30c8\u30e9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u30b0\u30e9\u30d5\u5185\u306e\u30ce\u30fc\u30c9\u9593\u306e\u6700\u77ed\u7d4c\u8def\u3092\u898b\u3064\u3051\u307e\u3059\u3002.<\/li>\n<li><strong>\u30af\u30e9\u30b9\u30ab\u30eb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30d7\u30ea\u30e0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u9023\u7d50\u3055\u308c\u305f\u91cd\u307f\u4ed8\u304d\u30b0\u30e9\u30d5\u306e\u6700\u5c0f\u5168\u57df\u6728\u3092\u898b\u3064\u3051\u307e\u3059\u3002.<\/li>\n<li><strong>\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0*:<\/strong> \u6700\u4f4e\u30b3\u30b9\u30c8\u3067\u30bf\u30fc\u30b2\u30c3\u30c8 \u30ce\u30fc\u30c9\u3078\u306e\u6700\u77ed\u30d1\u30b9\u3092\u898b\u3064\u3051\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ad%d8%b1%db%8c%d8%b5%d8%a7%d9%86%d9%87\">\u8caa\u6b32\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u8caa\u6b32\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u6700\u9069\u306a\u9078\u629e\u3092\u884c\u3044\u3001\u5168\u4f53\u7684\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u6700\u5584\u306e\u89e3\u6c7a\u7b56\u3092\u898b\u3064\u3051\u3088\u3046\u3068\u3057\u307e\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%ad%d8%b1%db%8c%d8%b5%d8%a7%d9%86%d9%87-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u8caa\u6b32\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30b0\u30ed\u30fc\u30d0\u30eb\u6700\u9069\u5024\u304c\u9054\u6210\u53ef\u80fd\u306a\u5834\u5408\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30d9\u30b9\u30c8 \u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u9078\u629e\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u8907\u96d1\u306a\u554f\u984c\u3092\u7c21\u7d20\u5316\u3057\u3001\u8a08\u7b97\u6642\u9593\u306e\u9762\u3067\u3082\u52b9\u7387\u7684\u3067\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-6\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30cf\u30d5\u30de\u30f3\u7b26\u53f7\u5316:<\/strong> \u30c7\u30fc\u30bf\u5727\u7e2e\u306b\u4f7f\u7528\u3055\u308c\u308b\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9 \u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u6d3b\u52d5\u9078\u629e\u554f\u984c:<\/strong> \u91cd\u8907\u3057\u306a\u3044\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u6700\u5927\u6570\u3092\u9078\u629e\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u786c\u8ca8\u4e21\u66ff\u554f\u984c:<\/strong> \u6307\u5b9a\u3055\u308c\u305f\u91d1\u984d\u306e\u304a\u91e3\u308a\u3092\u51fa\u3059\u306e\u306b\u5fc5\u8981\u306a\u6700\u5c0f\u306e\u786c\u8ca8\u306e\u679a\u6570\u3092\u898b\u3064\u3051\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa%db%8c\">\u518d\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u518d\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u81ea\u5206\u81ea\u8eab\u3092\u547c\u3073\u51fa\u3057\u3066\u5143\u306e\u554f\u984c\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3067\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af%d8%9f\">\u518d\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u518d\u5e30\u306f\u30b3\u30fc\u30c9\u3092\u7c21\u7d20\u5316\u3057\u3001\u518d\u5e30\u69cb\u9020\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u81ea\u7136\u306a\u65b9\u6cd5\u3067\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-7\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u30cf\u30ce\u30a4\u306e\u5854:<\/strong> \u30c7\u30a3\u30b9\u30af\u3092\u30d0\u30fc\u9593\u3067\u518d\u5e30\u7684\u306b\u79fb\u52d5\u3055\u305b\u308b\u3053\u3068\u3067\u30d1\u30ba\u30eb\u3092\u89e3\u304d\u307e\u3059\u3002.<\/li>\n<li><strong>\u30af\u30a4\u30c3\u30af\u30bd\u30fc\u30c8\u3068\u30de\u30fc\u30b8\u30bd\u30fc\u30c8:<\/strong> \u518d\u5e30\u3092\u4f7f\u7528\u3057\u3066\u8981\u7d20\u3092\u52b9\u7387\u7684\u306b\u30bd\u30fc\u30c8\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u30c4\u30ea\u30fc\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3:<\/strong> \u4e8b\u524d\u9806\u5e8f\u3001\u30a4\u30f3\u9806\u5e8f\u3001\u4e8b\u5f8c\u9806\u5e8f\u3067\u306e\u30d0\u30a4\u30ca\u30ea \u30c4\u30ea\u30fc \u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%aa%d8%b7%d8%a7%d8%a8%d9%82-%d8%b1%d8%b4%d8%aa%d9%87\">\u6587\u5b57\u5217\u30de\u30c3\u30c1\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u6587\u5b57\u5217\u30de\u30c3\u30c1\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30e1\u30a4\u30f3\u6587\u5b57\u5217\u5185\u306e\u30b5\u30d6\u6587\u5b57\u5217\u306e\u51fa\u73fe\u3092\u898b\u3064\u3051\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%aa%d8%b7%d8%a7%d8%a8%d9%82-%d8%b1%d8%b4%d8%aa%d9%87-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86\">\u6587\u5b57\u5217\u30de\u30c3\u30c1\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u52b9\u7387\u7684\u306a\u6587\u5b57\u5217\u30de\u30c3\u30c1\u30f3\u30b0\u306f\u3001\u30c6\u30ad\u30b9\u30c8 \u30a8\u30c7\u30a3\u30bf\u30fc\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001DNA \u5206\u6790\u3001\u305d\u306e\u4ed6\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-8\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>Kendall-Morris-Pratt (KMP) \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u8907\u96d1\u3055\u306b\u3088\u308a\u3001\u4e0d\u5fc5\u8981\u306a\u6bd4\u8f03\u304c\u56de\u907f\u3055\u308c\u3001\u6700\u60aa\u306e\u30b1\u30fc\u30b9\u304c\u6539\u5584\u3055\u308c\u307e\u3059\u3002.<\/li>\n<li><strong>\u30ed\u30d3\u30f3\u30b3\u30c3\u30d7\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u30cf\u30c3\u30b7\u30e5\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u4e00\u9023\u306e\u6587\u5b57\u5217\u30d1\u30bf\u30fc\u30f3\u306e\u3044\u305a\u308c\u304b\u3092\u691c\u7d22\u3057\u307e\u3059\u3002.<\/li>\n<li><strong>\u30dc\u30a4\u30e4\u30fc\u30fb\u30e0\u30fc\u30a2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30d1\u30bf\u30fc\u30f3\u306e\u6700\u5f8c\u304b\u3089\u4e00\u81f4\u3092\u958b\u59cb\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u3092\u7121\u8996\u3057\u3066\u691c\u7d22\u3092\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%b1%d9%85%d8%b2%d9%86%da%af%d8%a7%d8%b1%db%8c\">\u6697\u53f7\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u6697\u53f7\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6697\u53f7\u5316\u304a\u3088\u3073\u5fa9\u53f7\u5316\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u306e\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%d8%b1%d9%85%d8%b2%d9%86%da%af%d8%a7%d8%b1%db%8c-%d9%88%d8%ac%d9%88%d8%af-%d8%af%d8%a7%d8%b1%d9%86%d8%af\">\u6697\u53f7\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30c7\u30fc\u30bf \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5fc5\u8981\u6027\u304c\u9ad8\u307e\u308b\u306b\u3064\u308c\u3001\u6697\u53f7\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u60c5\u5831\u3092\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u304b\u3089\u4fdd\u8b77\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-9\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>RSA\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0:<\/strong> \u5b89\u5168\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n<li><strong>AES\uff08\u9ad8\u5ea6\u6697\u53f7\u5316\u6a19\u6e96\uff09:<\/strong> \u4e16\u754c\u4e2d\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002.<\/li>\n<li><strong>SHA (\u30bb\u30ad\u30e5\u30a2\u30cf\u30c3\u30b7\u30e5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0):<\/strong> \u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u3001\u660e\u793a\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u7d4c\u9a13\u306b\u57fa\u3065\u3044\u3066\u6539\u5584\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<h2 id=\"%da%86%d8%b1%d8%a7-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85%d9%87%d8%a7%db%8c-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86-%d9%88%d8%ac%d9%88%d8%af-%d8%af\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u306a\u305c\u5b58\u5728\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/h2>\n<p>\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u52a0\u3059\u308b\u3068\u3001\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u4e88\u6e2c\u5206\u6790\u3001\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3001\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n<h5 id=\"%d9%86%d9%85%d9%88%d9%86%d9%87%d9%87%d8%a7%db%8c-%da%a9%d9%84%db%8c%d8%af%db%8c-10\">\u4e3b\u306a\u4f8b<\/h5>\n<ul>\n<li><strong>\u7dda\u5f62\u56de\u5e30:<\/strong> \u5b9a\u91cf\u7684\u306a\u53cd\u5fdc\u3092\u4e88\u6e2c\u3059\u308b\u3002.<\/li>\n<li><strong>\u6c7a\u5b9a\u6728:<\/strong> \u5206\u985e\u304a\u3088\u3073\u56de\u5e30\u30bf\u30b9\u30af\u7528\u3002.<\/li>\n<li><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af:<\/strong> \u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u554f\u984c\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002.<\/li>\n<\/ul>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">\u7d50\u679c<\/h2>\n<p>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u63a8\u9032\u3059\u308b\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308a\u3001\u62bd\u8c61\u7684\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u884c\u3059\u308b\u6a5f\u80fd\u7684\u306a\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3057\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u6700\u9069\u5316\u554f\u984c\u306e\u89e3\u6c7a\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u57fa\u672c\u7684\u306a\u67f1\u3067\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u3001\u2026","protected":false},"author":1,"featured_media":16604,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u062f\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0636\u0631\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"[]","_yoast_wpseo_primary_category":"193","footnotes":""},"categories":[193,363],"tags":[465,435],"class_list":{"0":"post-16602","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tutorials","8":"category-programming","9":"tag-algorithm","10":"tag-programming"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>10 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0636\u0631\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 - \u0628\u0644\u0627\u06af ITPiran<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.itpiran.net\/blog\/ja\/tutorials\/top-10-essential-algorithms-every-software-developer-should-know\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0636\u0631\u0648\u0631\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 - \u0628\u0644\u0627\u06af ITPiran\" \/>\n<meta property=\"og:description\" content=\"\u0645\u0642\u062f\u0645\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 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content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.itpiran.net\\\/blog\\\/tutorials\\\/top-10-essential-algorithms-every-software-developer-should-know\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.itpiran.net\\\/blog\\\/tutorials\\\/top-10-essential-algorithms-every-software-developer-should-know\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/www.itpiran.net\\\/blog\\\/#\\\/schema\\\/person\\\/04ed27b919baca468a2273f8e4318f81\"},\"headline\":\"10 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0636\u0631\u0648\u0631\u06cc 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