{"id":28102,"date":"2024-10-27T15:31:46","date_gmt":"2024-10-27T15:31:46","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28102"},"modified":"2024-11-26T07:09:28","modified_gmt":"2024-11-26T07:09:28","slug":"%ec%8a%a4%ec%9c%84%ed%94%84%ed%8a%b8-%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\/28102\/","title":{"rendered":"\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30"},"content":{"rendered":"

<\/p>\n

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

\n \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \ub450 \ub178\ub4dc A, B \uc0ac\uc774\uc758 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4.
\n \uadf8\ub798\ud504\ub294 \uac00\uc911\uce58\uac00 \uc788\ub294 \ubc29\ud5a5 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub780 A\uc5d0\uc11c B\ub85c \uac00\ub294
\n \uacbd\ub85c \uc911 \uac00\uc911\uce58\uc758 \ud569\uc774 K\ubc88\uc9f8\ub85c \uc791\uc740 \uacbd\ub85c\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4.
\n K\ub294 \uc591\uc758 \uc815\uc218\uc774\uba70, K\ub294 \ud56d\uc0c1 1\ubcf4\ub2e4 \ud06c\uac70\ub098 \uac19\uc2b5\ub2c8\ub2e4.\n <\/p>\n

\uc785\ub825 \uc124\uba85<\/h2>\n

\n \uc785\ub825\uc73c\ub85c\ub294 \uccab \ubc88\uc9f8 \uc904\uc5d0 \uc815\uc218 N (1 \u2264 N \u2264 100)\uacfc \uc815\uc218 M (1 \u2264 M \u2264 1000)\uc774 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4.
\n \uc774\ub54c N\uc740 \ub178\ub4dc\uc758 \uac1c\uc218, M\uc740 \uac04\uc120\uc758 \uac1c\uc218\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.
\n \uc774\uc5b4\uc11c M\uac1c\uc758 \uc904\uc5d0\ub294 \uc138 \uac1c\uc758 \uc815\uc218 U, V, W\uac00 \uc8fc\uc5b4\uc9c0\uba70, \uc774\ub294 \ub178\ub4dc U\uc5d0\uc11c \ub178\ub4dc V\ub85c \uac00\ub294 \uac00\uc911\uce58 W\uc778 \uac04\uc120\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.
\n \ub9c8\uc9c0\ub9c9 \uc904\uc5d0\ub294 \ub450 \uac1c\uc758 \uc815\uc218 K, A, B\uac00 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4. K\ub294 \uba87 \ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\uc744 \uac83\uc778\uc9c0,
\n A\ub294 \uc2dc\uc791 \ub178\ub4dc, B\ub294 \ub3c4\ucc29 \ub178\ub4dc\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4.\n <\/p>\n

\ucd9c\ub825 \uc124\uba85<\/h2>\n

\n K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uc758 \uac00\uc911\uce58 \ud569\uc744 \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.\n <\/p>\n

\ubb38\uc81c \ud480\uc774 \uacfc\uc815<\/h2>\n

\n \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ubc29\ubc95\uc774 \uc788\uc9c0\ub9cc, ‘\ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998’ \ubcc0\ud615 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n \uae30\ubcf8\uc801\uc73c\ub85c \ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998\uc740 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\uae30 \uc704\ud574 \uc0ac\uc6a9\ub418\uc9c0\ub9cc,
\n \uc77c\uc815 \ud69f\uc218\uc758 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\uae30 \uc704\ud574 \uc6b0\uc120\uc21c\uc704 \ud050(Priority Queue)\uc640 \uacbd\ub85c \ub9ac\uc2a4\ud2b8\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n \ub2e4\uc74c\uc740 \uadf8 \uacfc\uc815\uc785\ub2c8\ub2e4.\n <\/p>\n

1. \uadf8\ub798\ud504 \ud45c\ud604<\/h3>\n

\n \uadf8\ub798\ud504\ub97c \uc778\uc811 \ub9ac\uc2a4\ud2b8 \ud615\ud0dc\ub85c \ud45c\ud604\ud569\ub2c8\ub2e4. \uac01 \ub178\ub4dc\uc5d0 \ub300\ud574 \uc5f0\uacb0\ub41c \ub178\ub4dc\uc640 \uadf8 \uac00\uc911\uce58\ub97c \uc800\uc7a5\ud569\ub2c8\ub2e4.\n <\/p>\n

2. \uc6b0\uc120\uc21c\uc704 \ud050 \uc0ac\uc6a9<\/h3>\n

\n \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\uae30 \uc704\ud574 \uc6b0\uc120\uc21c\uc704 \ud050\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud604\uc7ac \ub178\ub4dc\uc5d0\uc11c\uc758 \uacbd\ub85c\uc758 \uac00\uc911\uce58\ub97c \uad00\ub9ac\ud569\ub2c8\ub2e4.
\n K\ubc88\uc9f8 \uacbd\ub85c\ub97c \ucc3e\uae30 \uc704\ud574 \uac01 \ub178\ub4dc\uc758 \uacbd\ub85c \ub9ac\uc2a4\ud2b8\ub97c \uc720\uc9c0\ud569\ub2c8\ub2e4.\n <\/p>\n

3. \uacbd\ub85c \uacc4\uc0b0<\/h3>\n

\n \uc2dc\uc791 \ub178\ub4dc\uc5d0\uc11c \ucd9c\ubc1c\ud558\uc5ec, \uac01 \ub178\ub4dc\uc5d0 \ub300\ud55c \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.
\n \uc774\ub54c, \uac01 \uacbd\ub85c\uc758 \uac00\uc911\uce58 \ud569\uc774 \uc791\uc744\uc218\ub85d \uc6b0\uc120\uc21c\uc704\uac00 \ub192\uac8c \uc124\uc815\ub418\uba70,
\n \uc774 \uacfc\uc815\uc744 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uac00 \ubc1c\uacac\ub420 \ub54c\uae4c\uc9c0 \ubc18\ubcf5\ud569\ub2c8\ub2e4.\n <\/p>\n

4. \uacb0\uacfc \ucd9c\ub825<\/h3>\n

\n K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\uc758 \uac00\uc911\uce58 \ud569\uc774 \uc131\uacf5\uc801\uc73c\ub85c \uacc4\uc0b0\ub418\uba74 \ud574\ub2f9 \uac12\uc744 \ucd9c\ub825\ud569\ub2c8\ub2e4.
\n \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0 -1\uc744 \ucd9c\ub825\ud569\ub2c8\ub2e4.\n <\/p>\n

\uc2a4\uc704\ud504\ud2b8 \ucf54\ub4dc \uad6c\ud604<\/h2>\n

\uc544\ub798\ub294 \uc704\uc5d0\uc11c \uc124\uba85\ud55c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud55c \uc2a4\uc704\ud504\ud2b8 \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n

\nimport Foundation\n\nstruct Edge {\n    let to: Int\n    let weight: Int\n}\n\nfunc kthShortestPath(n: Int, edges: [[Edge]], k: Int, start: Int, end: Int) -> Int {\n    var paths = [[Int]](repeating: [], count: n + 1)\n    var minHeap = [(weight: Int, node: Int)]()\n    \n    \/\/ (0, \uc2dc\uc791 \ub178\ub4dc) \uc0bd\uc785\n    minHeap.append((0, start))\n    \n    while !minHeap.isEmpty {\n        \/\/ \uac00\uc7a5 \uac00\uc911\uce58\uac00 \uc791\uc740 \ub178\ub4dc \uaebc\ub0b4\uae30\n        minHeap.sort { $0.weight < $1.weight }\n        let current = minHeap.removeFirst()\n        \n        \/\/ \uacbd\ub85c \uc800\uc7a5\n        paths[current.node].append(current.weight)\n        \n        \/\/ k\ubc88\uc9f8 \uacbd\ub85c\uac00 \uad6c\ud574\uc84c\ub2e4\uba74 \uc885\ub8cc\n        if paths[end].count == k {\n            return current.weight\n        }\n        \n        \/\/ \uc778\uc811 \ub178\ub4dc \ud0d0\uc0c9\n        for edge in edges[current.node] {\n            minHeap.append((current.weight + edge.weight, edge.to))\n        }\n    }\n    \n    \/\/ K\ubc88\uc9f8 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\uc74c\n    return -1\n}\n\n\/\/ \uc785\ub825\nlet n = 5 \/\/ \ub178\ub4dc \uac1c\uc218\nlet m = 7 \/\/ \uac04\uc120 \uac1c\uc218\nlet edges = [\n    1: [Edge(to: 2, weight: 10), Edge(to: 3, weight: 5)],\n    2: [Edge(to: 3, weight: 2), Edge(to: 4, weight: 1)],\n    3: [Edge(to: 2, weight: 3), Edge(to: 4, weight: 9)],\n    4: [Edge(to: 5, weight: 2)],\n    5: []\n]\nlet k = 3 \/\/ K\ubc88\uc9f8 \uacbd\ub85c\nlet start = 1 \/\/ \uc2dc\uc791 \ub178\ub4dc\nlet end = 5 \/\/ \ub3c4\ucc29 \ub178\ub4dc\n\n\/\/ \ud568\uc218 \ud638\ucd9c\nlet result = kthShortestPath(n: n, edges: edges, k: k, start: start, end: end)\nprint(result) \/\/ \uacb0\uacfc \ucd9c\ub825\n    <\/code><\/pre>\n
\ub9c8\ubb34\ub9ac<\/h2>\n
\n        K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub294 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0\uc758 \uc911\uc694\ud55c \uae30\uc220 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.
\n        \ub2e4\uc775\uc2a4\ud2b8\ub77c \uc54c\uace0\ub9ac\uc998\uacfc \uc6b0\uc120\uc21c\uc704 \ud050\ub97c \ud65c\uc6a9\ud558\uc5ec \ubb38\uc81c\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n        \ub610\ud55c, \uc774\uc640 \uac19\uc740 \ubb38\uc81c\ub294 \uc2e4\uc81c \uba74\uc811\uc5d0\uc11c\ub3c4 \uc885\uc885 \uc811\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ucda9\ubd84\ud55c \uc5f0\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.
\n        \uc774\ubc88 \uac15\uc88c\ub97c \ud1b5\ud574 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c \uc774\ud574\uc758 \uae30\ucd08\uac00 \ub418\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.\n    <\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \ub450 \ub178\ub4dc A, B \uc0ac\uc774\uc758 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uadf8\ub798\ud504\ub294 \uac00\uc911\uce58\uac00 \uc788\ub294 \ubc29\ud5a5 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub780 A\uc5d0\uc11c B\ub85c \uac00\ub294 \uacbd\ub85c \uc911 \uac00\uc911\uce58\uc758 \ud569\uc774 K\ubc88\uc9f8\ub85c \uc791\uc740 \uacbd\ub85c\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. K\ub294 \uc591\uc758 \uc815\uc218\uc774\uba70, K\ub294 \ud56d\uc0c1 1\ubcf4\ub2e4 \ud06c\uac70\ub098 \uac19\uc2b5\ub2c8\ub2e4. \uc785\ub825 \uc124\uba85 \uc785\ub825\uc73c\ub85c\ub294 \uccab \ubc88\uc9f8 \uc904\uc5d0 \uc815\uc218 N (1 \u2264 N \u2264 100)\uacfc \uc815\uc218 … \ub354 \ubcf4\uae30 “\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c \ucc3e\uae30”<\/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":[27],"tags":[],"class_list":["post-28102","post","type-post","status-publish","format-standard","hentry","category-27"],"yoast_head":"\n\uc2a4\uc704\ud504\ud2b8 \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\/28102\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc2a4\uc704\ud504\ud2b8 \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 \ub450 \ub178\ub4dc A, B \uc0ac\uc774\uc758 K\ubc88\uc9f8 \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uadf8\ub798\ud504\ub294 \uac00\uc911\uce58\uac00 \uc788\ub294 \ubc29\ud5a5 \uadf8\ub798\ud504\uc785\ub2c8\ub2e4. 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