{"id":27252,"date":"2024-10-27T14:09:53","date_gmt":"2024-10-27T14:09:53","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=27252"},"modified":"2024-11-26T07:20:12","modified_gmt":"2024-11-26T07:20:12","slug":"c-%ec%bd%94%eb%94%a9%ed%85%8c%ec%8a%a4%ed%8a%b8-%ea%b0%95%ec%a2%8c-k%eb%b2%88%ec%a7%b8-%ec%b5%9c%eb%8b%a8-%ea%b2%bd%eb%a1%9c-%ec%b0%be%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/27252\/","title":{"rendered":"C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30"},"content":{"rendered":"<p><body><\/p>\n<h2>\ubb38\uc81c \uc124\uba85<\/h2>\n<p>\n        \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ucd5c\ub2e8 \uacbd\ub85c \uc54c\uace0\ub9ac\uc998(\ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998, \ubca8\ub9cc-\ud3ec\ub4dc \uc54c\uace0\ub9ac\uc998 \ub4f1)\uc740 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ud55c \uac00\uc9c0\ub9cc \ucc3e\uc9c0\ub9cc, \uc774 \ubb38\uc81c\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ub450 \uc815\uc810 \uc0ac\uc774\uc758 K\ubc88\uc9f8\ub85c \uc9e7\uc740 \uacbd\ub85c\ub97c \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4.\n    <\/p>\n<p>\n<strong>\uc785\ub825 \ud615\uc2dd:<\/strong>\n<\/p>\n<ul>\n<li>\uadf8\ub798\ud504\ub294 \uc815\uc810\uacfc \uac04\uc120\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uac04\uc120\uc740 \uac01\uac01\uc758 \uc2dc\uc791 \uc815\uc810, \ub05d \uc815\uc810, \uadf8\ub9ac\uace0 \uac00\uc911\uce58\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uadf8\ub798\ud504\uc758 \uc815\uc810 \uc218\ub294 N, \uac04\uc120 \uc218\ub294 M, K\ub294 \ucc3e\uace0\uc790 \ud558\ub294 \ucd5c\ub2e8 \uacbd\ub85c\uc758 \uc21c\uc704\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\n<strong>\ucd9c\ub825 \ud615\uc2dd:<\/strong>\n<\/p>\n<ul>\n<li>K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uc758 \uae38\uc774\ub97c \ucd9c\ub825\ud569\ub2c8\ub2e4. \ub9cc\uc57d K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0 -1\uc744 \ucd9c\ub825\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uc608\uc81c<\/h2>\n<pre>\n        \uc785\ub825: \n        4 5 2\n        1 2 1\n        1 3 2\n        2 3 1\n        2 4 3\n        3 4 1\n\n        \ucd9c\ub825:\n        3\n    <\/pre>\n<h2>\ubb38\uc81c \ubd84\uc11d<\/h2>\n<p>\n        \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998\uc740 \uc6b0\uc120\uc21c\uc704 \ud050\ub97c \ud65c\uc6a9\ud55c \uadf8\ub798\ud504 \ud0d0\uc0c9\uc785\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ucd5c\ub2e8 \uacbd\ub85c \uc54c\uace0\ub9ac\uc998\uc744 \ubcc0\ud615\ud558\uc5ec K\ubc88\uc9f8\ub85c \uc9e7\uc740 \uacbd\ub85c\ub97c \ucc3e\ub294 \uc811\uadfc \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ud2b9\ud788, \ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998\uacfc \uc6b0\uc120\uc21c\uc704 \ud050\uc758 \uc870\ud569\uc73c\ub85c \ud544\uc694\ud55c \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<p>\n        \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n    <\/p>\n<ol>\n<li>\uadf8\ub798\ud504 \ub370\uc774\ud130\ub97c \uc785\ub825\ubc1b\uace0, \uc778\uc811 \ub9ac\uc2a4\ud2b8 \ud615\ud0dc\ub85c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc6b0\uc120\uc21c\uc704 \ud050\ub97c \uc0dd\uc131\ud558\uc5ec \ucd9c\ubc1c \uc815\uc810\uc5d0\uc11c \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc6b0\uc120\uc21c\uc704 \ud050\ub97c \ud1b5\ud574 \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud558\uace0, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \uce74\uc6b4\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<li>K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uac00 \ubc1c\uacac\ub418\uba74 \uadf8 \uae38\uc774\ub97c \ucd9c\ub825\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>C# \ucf54\ub4dc \uad6c\ud604<\/h2>\n<p>\n        \uc544\ub798\ub294 \uc704\uc758 \uacfc\uc815\uc744 C#\uc73c\ub85c \uad6c\ud604\ud55c \ucf54\ub4dc\uc785\ub2c8\ub2e4.\n    <\/p>\n<pre>\n        <code>\n        using System;\n        using System.Collections.Generic;\n\n        class Program\n        {\n            static void Main(string[] args)\n            {\n                \/\/ \uc785\ub825 \ubc1b\uae30\n                var line = Console.ReadLine().Split();\n                int N = int.Parse(line[0]); \/\/ \uc815\uc810 \uc218\n                int M = int.Parse(line[1]); \/\/ \uac04\uc120 \uc218\n                int K = int.Parse(line[2]); \/\/ K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\n\n                \/\/ \uadf8\ub798\ud504 \ucd08\uae30\ud654\n                var graph = new List&lt;(int to, int cost)&gt;[N + 1];\n                for (int i = 0; i &lt;= N; i++)\n                {\n                    graph[i] = new List&lt;(int, int)&gt;();\n                }\n\n                \/\/ \uac04\uc120 \uc815\ubcf4 \uc785\ub825\n                for (int i = 0; i &lt; M; i++)\n                {\n                    line = Console.ReadLine().Split();\n                    int a = int.Parse(line[0]);\n                    int b = int.Parse(line[1]);\n                    int cost = int.Parse(line[2]);\n                    graph[a].Add((b, cost));\n                }\n\n                \/\/ K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30\n                var result = FindKthShortestPath(graph, N, K);\n                Console.WriteLine(result);\n            }\n\n            static int FindKthShortestPath(List&lt;(int to, int cost)&gt;[] graph, int N, int K)\n            {\n                var pq = new SortedSet&lt;(int cost, int node, int count)&gt;();\n                pq.Add((0, 1, 0)); \/\/ (cost, node, count)\n\n                \/\/ K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \uc704\ud55c \ub9ac\uc2a4\ud2b8\n                var paths = new List<int>[N + 1];\n                for (int i = 0; i &lt;= N; i++)\n                {\n                    paths[i] = new List<int>();\n                }\n\n                while (pq.Count &gt; 0)\n                {\n                    var (cost, node, count) = pq.Min;\n                    pq.Remove(pq.Min);\n\n                    paths[node].Add(cost);\n\n                    \/\/ K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\uc558\uc73c\uba74 \ub9ac\ud134\n                    if (count == K - 1)\n                    {\n                        return cost;\n                    }\n\n                    \/\/ \uac04\uc120 \ud0d0\uc0c9\n                    foreach (var edge in graph[node])\n                    {\n                        pq.Add((cost + edge.cost, edge.to, count + 1));\n                    }\n                }\n\n                return -1; \/\/ K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\uc744 \uacbd\uc6b0\n            }\n        }\n        <\/int><\/int><\/code>\n        <\/pre>\n<h2>\uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n<p>\n        \uc774 \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O((M + N) log N) \uc785\ub2c8\ub2e4. \uc774\uc720\ub294:\n    <\/p>\n<ol>\n<li>\uc6b0\uc120\uc21c\uc704 \ud050\uc5d0 \ub178\ub4dc\uac00 \ucd94\uac00\ub418\uace0 \uc0ad\uc81c\ub418\ub294 \uacfc\uc815\uc5d0\uc11c log N \uc2dc\uac04\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub4e0 \uac04\uc120\uacfc \ub178\ub4dc\ub97c \ud0d0\uc0c9\ud558\ubbc0\ub85c \uadf8\ub798\ud504\uc758 \uc804\uccb4 \ud06c\uae30\uc778 O(M + N)\ub9cc\ud07c\uc758 \ud68c\ucc28\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>\uacb0\ub860<\/h2>\n<p>\n        \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uadf8\ub798\ud504 \ud0d0\uc0c9\uc5d0 \ub300\ud55c \uae30\ubcf8 \uac1c\ub150\uc744 \ubc14\ud0d5\uc73c\ub85c \ucf54\ub4dc\ub97c \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \ucd5c\ub2e8 \uacbd\ub85c \uc811\uadfc\ubc95\uc744 \ubcc0\ud615\ud574\uc11c K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud558\uba74\uc11c, \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c\uc5d0\uc11c\uc758 \uc804\ub7b5\uc801 \uc0ac\uace0\ub97c \ud0a4\uc6b8 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.\n    <\/p>\n<p>\n        \ub2e4\uc74c \uac15\uc88c\uc5d0\uc11c\ub294 \uc880 \ub354 \ubcf5\uc7a1\ud55c \uadf8\ub798\ud504 \ud0d0\uc0c9 \ubb38\uc81c\ub97c \ub2e4\ub8e8\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4. \ucd94\uac00\uc801\uc73c\ub85c \uad81\uae08\ud55c \uc810\uc774\ub098 \ud53c\ub4dc\ubc31\uc774 \uc788\ub2e4\uba74 \ub313\uae00\ub85c \ub0a8\uaca8 \uc8fc\uc138\uc694!\n    <\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ucd5c\ub2e8 \uacbd\ub85c \uc54c\uace0\ub9ac\uc998(\ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998, \ubca8\ub9cc-\ud3ec\ub4dc \uc54c\uace0\ub9ac\uc998 \ub4f1)\uc740 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ud55c \uac00\uc9c0\ub9cc \ucc3e\uc9c0\ub9cc, \uc774 \ubb38\uc81c\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ub450 \uc815\uc810 \uc0ac\uc774\uc758 K\ubc88\uc9f8\ub85c \uc9e7\uc740 \uacbd\ub85c\ub97c \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc785\ub825 \ud615\uc2dd: \uadf8\ub798\ud504\ub294 \uc815\uc810\uacfc \uac04\uc120\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uac04\uc120\uc740 \uac01\uac01\uc758 \uc2dc\uc791 \uc815\uc810, \ub05d \uc815\uc810, \uadf8\ub9ac\uace0 \uac00\uc911\uce58\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub798\ud504\uc758 \uc815\uc810 \uc218\ub294 N, \uac04\uc120 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/27252\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[24],"tags":[],"class_list":["post-27252","post","type-post","status-publish","format-standard","hentry","category-c--"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/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:\/\/atmokpo.com\/w\/27252\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ucd5c\ub2e8 \uacbd\ub85c \uc54c\uace0\ub9ac\uc998(\ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998, \ubca8\ub9cc-\ud3ec\ub4dc \uc54c\uace0\ub9ac\uc998 \ub4f1)\uc740 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ud55c \uac00\uc9c0\ub9cc \ucc3e\uc9c0\ub9cc, \uc774 \ubb38\uc81c\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ub450 \uc815\uc810 \uc0ac\uc774\uc758 K\ubc88\uc9f8\ub85c \uc9e7\uc740 \uacbd\ub85c\ub97c \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc785\ub825 \ud615\uc2dd: \uadf8\ub798\ud504\ub294 \uc815\uc810\uacfc \uac04\uc120\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uac04\uc120\uc740 \uac01\uac01\uc758 \uc2dc\uc791 \uc815\uc810, \ub05d \uc815\uc810, \uadf8\ub9ac\uace0 \uac00\uc911\uce58\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub798\ud504\uc758 \uc815\uc810 \uc218\ub294 N, \uac04\uc120 &hellip; \ub354 \ubcf4\uae30 &quot;C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/27252\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T14:09:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T07:20:12+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/27252\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/27252\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c 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