{"id":27474,"date":"2024-10-27T14:11:57","date_gmt":"2024-10-27T14:11:57","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=27474"},"modified":"2024-11-26T07:17:57","modified_gmt":"2024-11-26T07:17:57","slug":"c-%ec%bd%94%eb%94%a9%ed%85%8c%ec%8a%a4%ed%8a%b8-%ea%b0%95%ec%a2%8c-%ec%84%b8%ec%9d%bc%ec%a6%88%eb%a7%a8%ec%9d%98-%ea%b3%a0%eb%af%bc","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/27474\/","title":{"rendered":"C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc"},"content":{"rendered":"

\uc548\ub155\ud558\uc138\uc694, \uc5ec\ub7ec\ubd84! \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 C#\uc744 \ud65c\uc6a9\ud55c \ucf54\ub529\ud14c\uc2a4\ud2b8 \ubb38\uc81c\ub97c \ub2e4\ub904\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc8fc\uc81c\ub294 “\uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc”\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \ub9ce\uc774 \ub2e4\ub8e8\ub294 \uacbd\ub85c \ucd5c\uc801\ud654 \ubb38\uc81c\ub85c, \ucd5c\uc801 \uacbd\ub85c \ud0d0\uc0c9 \ubc0f \uc131\ub2a5 \uac1c\uc120\uc758 \uc911\uc694\ud55c \uac1c\ub150\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

\ubb38\uc81c \uc124\uba85<\/h2>\n

\ud55c \uc138\uc77c\uc988\ub9e8\uc774 N\uac1c\uc758 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud574\uc57c \ud569\ub2c8\ub2e4. \uac01 \ub3c4\uc2dc \uac04\uc758 \uac70\ub9ac \uc815\ubcf4\uac00 \uc8fc\uc5b4\uc9c0\uba70, \uc138\uc77c\uc988\ub9e8\uc740 \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ud55c \ubc88\uc529 \ubc29\ubb38\ud55c \ud6c4 \ub2e4\uc2dc \uc2dc\uc791 \ub3c4\uc2dc\ub85c \ub3cc\uc544\uc640\uc57c \ud569\ub2c8\ub2e4. \uc138\uc77c\uc988\ub9e8\uc740 \ucd5c\uc18c \uac70\ub9ac\ub97c \ud1b5\ud574 \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud558\ub294 \uacbd\ub85c\ub97c \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \uadf8\ub7ec\ubbc0\ub85c \uc8fc\uc5b4\uc9c4 \ub3c4\uc2dc\ub4e4\uacfc \uac70\ub9ac \uc815\ubcf4\ub97c \uae30\ubc18\uc73c\ub85c \ucd5c\uc801\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 ‘\uc678\ud310\uc6d0 \ubb38\uc81c(Travelling Salesman Problem, TSP)’\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n

\ubb38\uc81c \uc815\uc758<\/h2>\n
\uc8fc\uc5b4\uc9c4 \uc785\ub825:\n1. \ub3c4\uc2dc\ub294 N (1 <= N <= 10, \ub3c4\uc2dc \uc218)\n2. \uac01 \ub3c4\uc2dc \uac04\uc758 \uac70\ub9ac \uc815\ubcf4\uac00 \uc8fc\uc5b4\uc9c0\ub294 2\ucc28\uc6d0 \ubc30\uc5f4 dist[n][n] (0 <= dist[i][j] <= 10^4)\n\n\ucd9c\ub825:\n1. \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ud1b5\uacfc\ud558\ub294 \ucd5c\uc18c \uac70\ub9ac \uac12\n<\/code><\/pre>\n
\uc785\ub825 \uc608\uc2dc<\/h2>\n
\nN = 4\ndist = [[0, 10, 15, 20],\n         [10, 0, 35, 25],\n         [15, 35, 0, 30],\n         [20, 25, 30, 0]]\n<\/code><\/pre>\n
\uc774 \uc608\uc81c\uc758 \uc124\uba85:<\/h3>\n
\uc774 \ubc30\uc5f4\uc5d0\uc11c dist[i][j]<\/code>\ub294 \ub3c4\uc2dc i\uc5d0\uc11c \ub3c4\uc2dc j\uae4c\uc9c0\uc758 \uac70\ub9ac\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc138\uc77c\uc988\ub9e8\uc740 \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud558\uace0 \ucd5c\uc18c\uc758 \uac70\ub9ac\ub97c \ud1b5\ud574 \ub3cc\uc544\uc640\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uc791 \ub3c4\uc2dc\uc5d0\uc11c \ub3c4\uc2dc 1\uc744 \uac70\uccd0 \ub3c4\uc2dc 2\ub85c, \uadf8\ub9ac\uace0 \ub3c4\uc2dc 3\uc73c\ub85c \uc774\ub3d9 \ud6c4 \ub2e4\uc2dc \ub3cc\uc544\uc62c \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uacbd\ub85c\uac00 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \ubaa9\ud45c\ub294 \uadf8 \uc911\uc5d0\uc11c \uac00\uc7a5 \uc9e7\uc740 \uac70\ub9ac\uc758 \uacbd\ub85c\ub97c \ucc3e\uc544 \ucd9c\ub825\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\ubb38\uc81c \ud574\uacb0\uc744 \uc704\ud55c \uc811\uadfc\ubc95<\/h2>\n
\uc774 \ubb38\uc81c\ub294 DFS(\uae4a\uc774 \uc6b0\uc120 \ud0d0\uc0c9)\ub97c \ud65c\uc6a9\ud55c \ubc31\ud2b8\ub798\ud0b9(Backtracking) \uc811\uadfc\ubc95\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 N\uc774 10 \uc774\ud558\ub85c \uc81c\ud55c\ub418\uc5b4 \uc788\uae30 \ub54c\ubb38\uc5d0, \uc644\uc804\ud0d0\uc0c9(Brute Force) \uae30\ubc95\uc744 \uc0ac\uc6a9\ud574\ub3c4 \ucda9\ubd84\ud569\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \uc5b4\ub5a4 \uacbd\ub85c\ub97c \uac08\uc9c0 \uacb0\uc815\ud558\ub294 \uac83\uc774 \uac00\uc7a5 \uc911\uc694\ud55c\ub370, \uc774\ub294 \uc8fc\uc5b4\uc9c4 \uac70\ub9ac \ubc30\uc5f4\uc744 \ub2e4\ub8e8\ub294 \ubc29\ubc95\uc5d0 \ub530\ub77c \uacb0\uc815\ub429\ub2c8\ub2e4.<\/p>\n
\uc54c\uace0\ub9ac\uc998 \ub2e8\uacc4<\/h3>\n
    \n
  1. \ub3c4\uc2dc\uc758 \uc218\ub97c \uae30\uc5b5\ud569\ub2c8\ub2e4.<\/li>\n
  2. \ud604\uc7ac \ub3c4\uc2dc\ub97c \uae30\uc900\uc73c\ub85c \ub0a8\uc740 \ub3c4\uc2dc\ub4e4\uc744 \ubaa8\ub4e0 \uacbd\uc6b0\uc758 \uc218\ub97c \ud1b5\ud574 \uc21c\ud68c\ud569\ub2c8\ub2e4.<\/li>\n
  3. \uac00\uc7a5 \uc801\uc740 \uac70\ub9ac\uc758 \uacbd\ub85c\ub97c \uc5c5\ub370\uc774\ud2b8 \ud569\ub2c8\ub2e4.<\/li>\n
  4. \ucd5c\uc885\uc801\uc73c\ub85c \ucd5c\uc18c \uac70\ub9ac\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
    C# \ucf54\ub4dc \uc608\uc2dc<\/h2>\n
    using System;\n\nclass Salesman\n{\n    static int N;\n    static int[,] dist;\n    static bool[] visited;\n    static int minCost = int.MaxValue;\n\n    static void Main(string[] args)\n    {\n        N = 4;\n        dist = new int[,] {\n            { 0, 10, 15, 20 },\n            { 10, 0, 35, 25 },\n            { 15, 35, 0, 30 },\n            { 20, 25, 30, 0 }\n        };\n\n        visited = new bool[N];\n        visited[0] = true; \/\/ \uc2dc\uc791 \ub3c4\uc2dc\ub294 \ubc29\ubb38\ud588\uc2b5\ub2c8\ub2e4.\n        DFS(0, 0, 1); \/\/ \uccab \ubc88\uc9f8 \ub3c4\uc2dc \ubc29\ubb38\n        Console.WriteLine(\"\ucd5c\uc18c \uac70\ub9ac: \" + minCost);\n    }\n\n    static void DFS(int currentCity, int cost, int count)\n    {\n        \/\/ \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud55c \uacbd\uc6b0\n        if (count == N)\n        {\n            \/\/ \ub3cc\uc544\uc624\ub294 \uac70\ub9ac \uacc4\uc0b0\n            cost += dist[currentCity, 0];\n            minCost = Math.Min(minCost, cost);\n            return;\n        }\n\n        \/\/ \ub2e4\uc74c \ub3c4\uc2dc \ud0d0\uc0c9\n        for (int nextCity = 0; nextCity < N; nextCity++)\n        {\n            if (!visited[nextCity])\n            {\n                visited[nextCity] = true; \/\/ \ubc29\ubb38\ud55c \ub3c4\uc2dc\ub85c \ud45c\uc2dc\n                DFS(nextCity, cost + dist[currentCity, nextCity], count + 1);\n                visited[nextCity] = false; \/\/ \ubc31\ud2b8\ub799\ud0b9\n            }\n        }\n    }\n}\n<\/code><\/pre>\n
    \ucf54\ub4dc \uc124\uba85<\/h2>\n
    \uc704 \ucf54\ub4dc\ub294 DFS \ubc31\ud2b8\ub798\ud0b9 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc18c \uac70\ub9ac\ub97c \ucc3e\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n
      \n
    1. Main<\/code> \uba54\uc11c\ub4dc:<\/strong> \ub3c4\uc2dc \uc218\uc640 \uac70\ub9ac \ubc30\uc5f4\uc744 \ucd08\uae30\ud654 \ud6c4 \uccab \ubc88\uc9f8 \ub3c4\uc2dc\uc5d0\uc11c DFS\ub97c \uc2dc\uc791\ud569\ub2c8\ub2e4.<\/li>\n
    2. DFS<\/code> \uba54\uc11c\ub4dc:<\/strong> \ud604\uc7ac \ub3c4\uc2dc\uc5d0\uc11c \ubc29\ubb38\ud558\uc9c0 \uc54a\uc740 \ub3c4\uc2dc\ub97c \uc7ac\uadc0\uc801\uc73c\ub85c \ud0d0\uc0c9\ud569\ub2c8\ub2e4. \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud588\uc744 \uacbd\uc6b0, \uc2dc\uc791 \ub3c4\uc2dc\ub85c \ub3cc\uc544\uac00\ub294 \uacbd\uc6b0\ub97c \ucd94\uac00\ud558\uc5ec \ucd5c\uc18c \ube44\uc6a9\uc744 \uac31\uc2e0\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
      \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n
      \uc774 \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(N!)\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub4e0 \uac00\ub2a5\ud55c \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc N\uc774 \uc791\uae30 \ub54c\ubb38\uc5d0 \uc2e4\uc81c\ub85c\ub294 \ucda9\ubd84\ud788 \uc2e4\ud589 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n
      \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4<\/h2>\n
      \uc774\uc81c \uc774 \uc54c\uace0\ub9ac\uc998\uc744 \ub2e4\uc591\ud55c \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4\ub85c \uac80\uc99d\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n
      \/\/ Test case 1\nN = 3\ndist = [[0, 10, 15],\n         [10, 0, 20],\n         [15, 20, 0]]\n\/\/ Expected output: 35\n\n\/\/ Test case 2\nN = 5\ndist = [[0, 20, 30, 10, 50],\n         [20, 0, 40, 30, 50],\n         [30, 40, 0, 30, 20],\n         [10, 30, 30, 0, 20],\n         [50, 50, 20, 20, 0]]\n\/\/ Expected output: 90\n<\/code><\/pre>\n
      \uacb0\ub860<\/h2>\n
      \uc774\ubc88 \ucf54\ub529\ud14c\uc2a4\ud2b8 \ubb38\uc81c \ud480\uc774\ub97c \ud1b5\ud574 \uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc\uc744 \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc744 \uc774\ud574\ud558\uace0, C#\uc744 \ud1b5\ud574 \uad6c\ud604\ud558\uba74\uc11c \uac70\ub9ac \ubc30\uc5f4\uc744 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ud558\ub294\uc9c0 \ubc30\uc6e0\uc2b5\ub2c8\ub2e4. \uc138\uc77c\uc988\ub9e8 \ubb38\uc81c\ub294 \uc54c\uace0\ub9ac\uc998 \uacbd\uc2dc \ub300\ud68c\uc5d0\uc11c\ub3c4 \uc790\uc8fc \ucd9c\uc81c\ub418\ubbc0\ub85c, \ucda9\ubd84\ud788 \uc5f0\uc2b5\ud574\ubcf4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4. \ub610\ud55c, \ube44\uc2b7\ud55c \ubb38\uc81c\ub97c \ub2e4\uc591\ud55c \uc811\uadfc\ubc95\uc73c\ub85c \ud480\uc5b4\ubcf4\ub294 \uac83\ub3c4 \uc88b\uc740 \uc5f0\uc2b5\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
      \uc774\ubc88 \ud3ec\uc2a4\ud305\uc774 \uc720\uc6a9\ud588\ub2e4\uba74, \ub2e4\uc74c \ud3ec\uc2a4\ud305\ub3c4 \uae30\ub300\ud574 \uc8fc\uc138\uc694! \uac10\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"
      \uc548\ub155\ud558\uc138\uc694, \uc5ec\ub7ec\ubd84! \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 C#\uc744 \ud65c\uc6a9\ud55c \ucf54\ub529\ud14c\uc2a4\ud2b8 \ubb38\uc81c\ub97c \ub2e4\ub904\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc8fc\uc81c\ub294 “\uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc”\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \ub9ce\uc774 \ub2e4\ub8e8\ub294 \uacbd\ub85c \ucd5c\uc801\ud654 \ubb38\uc81c\ub85c, \ucd5c\uc801 \uacbd\ub85c \ud0d0\uc0c9 \ubc0f \uc131\ub2a5 \uac1c\uc120\uc758 \uc911\uc694\ud55c \uac1c\ub150\uc744 \uc774\ud574\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ubb38\uc81c \uc124\uba85 \ud55c \uc138\uc77c\uc988\ub9e8\uc774 N\uac1c\uc758 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud574\uc57c \ud569\ub2c8\ub2e4. \uac01 \ub3c4\uc2dc \uac04\uc758 \uac70\ub9ac \uc815\ubcf4\uac00 \uc8fc\uc5b4\uc9c0\uba70, \uc138\uc77c\uc988\ub9e8\uc740 \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ud55c \ubc88\uc529 \ubc29\ubb38\ud55c \ud6c4 \ub2e4\uc2dc \uc2dc\uc791 \ub3c4\uc2dc\ub85c … \ub354 \ubcf4\uae30 “C# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc”<\/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-27474","post","type-post","status-publish","format-standard","hentry","category-c--"],"yoast_head":"\nC# \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc138\uc77c\uc988\ub9e8\uc758 \uace0\ubbfc - 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