\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \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\/28388\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"1. \ubb38\uc81c \uc18c\uac1c \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub294 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \ud2b9\uc815 \ub178\ub4dc(\uc815\uc810) \uac04\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ucf54\ub529 \ud14c\uc2a4\ud2b8\uc640 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc788\uc5b4 \uae30\ubcf8\uc801\uc774\uace0 \uc911\uc694\ud55c \ubb38\uc81c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 2. \ubb38\uc81c \uc815\uc758 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \uc2dc\uc791 \ub178\ub4dc(start)\uc640 \ubaa9\ud45c \ub178\ub4dc(goal) \uac04\uc758 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\ub294\uc9c0 \ud310\ubcc4\ud558\uace0, \uacbd\ub85c\uac00 \uc874\uc7ac\ud560 \uacbd\uc6b0 … \ub354 \ubcf4\uae30 "\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28388\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:10:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T07:03:20+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<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/28388\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28388\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30\",\"datePublished\":\"2024-10-27T16:10:46+00:00\",\"dateModified\":\"2024-11-26T07:03:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28388\/\"},\"wordCount\":38,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/28388\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28388\/\",\"name\":\"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30 - 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\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/28388\/","og_locale":"ko_KR","og_type":"article","og_title":"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"1. \ubb38\uc81c \uc18c\uac1c \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub294 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \ud2b9\uc815 \ub178\ub4dc(\uc815\uc810) \uac04\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ucf54\ub529 \ud14c\uc2a4\ud2b8\uc640 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc788\uc5b4 \uae30\ubcf8\uc801\uc774\uace0 \uc911\uc694\ud55c \ubb38\uc81c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 2. \ubb38\uc81c \uc815\uc758 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \uc2dc\uc791 \ub178\ub4dc(start)\uc640 \ubaa9\ud45c \ub178\ub4dc(goal) \uac04\uc758 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\ub294\uc9c0 \ud310\ubcc4\ud558\uace0, \uacbd\ub85c\uac00 \uc874\uc7ac\ud560 \uacbd\uc6b0 … \ub354 \ubcf4\uae30 \"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30\"","og_url":"https:\/\/atmokpo.com\/w\/28388\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-27T16:10:46+00:00","article_modified_time":"2024-11-26T07:03:20+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/28388\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/28388\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30","datePublished":"2024-10-27T16:10:46+00:00","dateModified":"2024-11-26T07:03:20+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/28388\/"},"wordCount":38,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/28388\/","url":"https:\/\/atmokpo.com\/w\/28388\/","name":"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30 - 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3. \ubb38\uc81c \ud574\uacb0 \uc804\ub7b5<\/h2>\n

\n \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\n <\/p>\n

\ub108\ube44 \uc6b0\uc120 \ud0d0\uc0c9(BFS)<\/li>\n

\uae4a\uc774 \uc6b0\uc120 \ud0d0\uc0c9(DFS)<\/li>\n<\/ul>\n

\n \uc5ec\uae30\uc11c\ub294 BFS\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. BFS\ub294 \ub808\ubca8 \ub2e8\uc704\ub85c \ud0d0\uc0c9\uc744 \uc9c4\ud589\ud558\ubbc0\ub85c,
\n \ucd5c\ub2e8 \uacbd\ub85c\ub97c \ucc3e\ub294 \ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4.\n <\/p>\n<\/section>\n

4. \uc54c\uace0\ub9ac\uc998 \uad6c\ud604 (\ucf54\ud2c0\ub9b0 \uc608\uc81c)<\/h2>\n

\n            \n                import java.util.*\n\n                fun bfs(graph: Array>, start: Int, goal: Int): List? {\n                    val queue: Queue = LinkedList()\n                    val visited = BooleanArray(graph.size)\n                    val parent = IntArray(graph.size) { -1 }\n\n                    queue.add(start)\n                    visited[start] = true\n\n                    while (queue.isNotEmpty()) {\n                        val current = queue.poll()\n\n                        if (current == goal) {\n                            return constructPath(parent, start, goal)\n                        }\n\n                        for (neighbor in graph[current]) {\n                            if (!visited[neighbor]) {\n                                visited[neighbor] = true\n                                parent[neighbor] = current\n                                queue.add(neighbor)\n                            }\n                        }\n                    }\n                    return null\n                }\n\n                fun constructPath(parent: IntArray, start: Int, goal: Int): List {\n                    val path = mutableListOf()\n                    var at = goal\n                    while (at != -1) {\n                        path.add(at)\n                        at = parent[at]\n                    }\n                    path.reverse()\n                    return path\n                }\n\n                fun main() {\n                    val scanner = Scanner(System.`in`)\n                    val N = scanner.nextInt() \/\/ \uc815\uc810 \uc218\n                    val M = scanner.nextInt() \/\/ \uac04\uc120 \uc218\n                    \n                    val graph = Array(N) { mutableListOf() }\n                    \n                    for (i in 0 until M) {\n                        val u = scanner.nextInt()\n                        val v = scanner.nextInt()\n                        graph[u].add(v)\n                        graph[v].add(u) \/\/ \ubb34\ud5a5 \uadf8\ub798\ud504\n                    }\n\n                    val start = scanner.nextInt()\n                    val goal = scanner.nextInt()\n\n                    val path = bfs(graph, start, goal)\n                    if (path != null) {\n                        println(\"\uacbd\ub85c: ${path.joinToString(\" -> \")}\")\n                    } else {\n                        println(\"\uacbd\ub85c\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.\")\n                    }\n                }\n            <\/int><\/int><\/int><\/int><\/int><\/mutablelist<\/code>\n        <\/pre>\n<\/section>\n\n5. \ucf54\ub4dc \uc124\uba85<\/h2>\n\n            \uc704\uc758 \ucf54\ub4dc\ub294 BFS\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uacbd\ub85c \ucc3e\uae30 \uad6c\ud604\uc785\ub2c8\ub2e4. <\/p>\n
\nbfs(graph, start, goal)<\/strong>: \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \uc2dc\uc791 \ub178\ub4dc\ubd80\ud130 \ubaa9\ud45c \ub178\ub4dc\uae4c\uc9c0\uc758 \uacbd\ub85c\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.
\n                    \ud050\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud0d0\uc0c9\uc744 \uc9c4\ud589\ud558\uace0, \ubc29\ubb38\ud55c \ub178\ub4dc\ub294 visited \ubc30\uc5f4\uc5d0 \uae30\ub85d\ud569\ub2c8\ub2e4.
\n                    \ubaa9\ud45c \ub178\ub4dc\uc5d0 \ub3c4\ub2ec\ud558\uba74 \ubd80\ubaa8 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \uacbd\ub85c\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.\n                <\/li>\n
constructPath(parent, start, goal)<\/strong>: \ubaa9\ud45c \ub178\ub4dc\uc5d0\uc11c \uc2dc\uc791 \ub178\ub4dc\uae4c\uc9c0\uc758 \uacbd\ub85c\ub97c \uc7ac\uad6c\uc131\ud569\ub2c8\ub2e4.
\n                    \uac01 \ub178\ub4dc\uc758 \ubd80\ubaa8 \uc815\ubcf4\ub97c \uc774\uc6a9\ud574 \uacbd\ub85c\ub97c tracing\ud558\uace0 \ubc30\uc5f4\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.\n                <\/li>\n<\/ul>\n<\/section>\n\n6. \uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n\n            BFS \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(V + E)\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc11c V\ub294 \uc815\uc810\uc758 \uc218, E\ub294 \uac04\uc120\uc758 \uc218\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4.
\n            \uc774 \ubb38\uc81c\uc758 \uacbd\uc6b0 \ucd5c\ub300 1000\uac1c\uc758 \uc815\uc810\uacfc 10000\uac1c\uc758 \uac04\uc120\uc744 \uac00\uc9c8 \uc218 \uc788\uc5b4, \ud6a8\uc728\uc801\uc73c\ub85c \ud574\uacb0\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.\n        <\/p>\n<\/section>\n
\n7. \ub9fa\uc74c\ub9d0<\/h2>\n\n            \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \ud65c\uc6a9\ud558\uc5ec \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4.
\n            BFS \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \uadf8\ub798\ud504\uc5d0\uc11c \uac00\uc7a5 \ud6a8\uc728\uc801\uc778 \uacbd\ub85c \ud0d0\uc0c9 \ubc29\ubc95\uc744 \uc81c\uc2dc\ud588\uc73c\uba70,
\n            \uc2e4\uc81c \ucf54\ub4dc\ub97c \ud1b5\ud574 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uacfc\uc815\ub3c4 \ud655\uc778\ud558\uc600\uc2b5\ub2c8\ub2e4.
\n            \ucd94\uac00\uc801\uc73c\ub85c, DFS \ubc29\uc2dd\uc758 \uad6c\ud604\uacfc \ucc28\uc774\uc810\uc744 \uc54c\uc544\ubcf4\uba74 \ub354 \ub9ce\uc740 \ud1b5\ucc30\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n        <\/p>\n
\n            \uc774 \uac15\uc88c\uac00 \ucf54\ub529 \ud14c\uc2a4\ud2b8 \uc900\ube44 \ubc0f \uc54c\uace0\ub9ac\uc998 \uc774\ud574\uc5d0 \ub9ce\uc740 \ub3c4\uc6c0\uc774 \ub418\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!\n        <\/p>\n<\/section>\n
\n\u00a9 2023 \ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c<\/p>\n<\/footer>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
1. \ubb38\uc81c \uc18c\uac1c \uacbd\ub85c \ucc3e\uae30 \ubb38\uc81c\ub294 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \ud2b9\uc815 \ub178\ub4dc(\uc815\uc810) \uac04\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ucf54\ub529 \ud14c\uc2a4\ud2b8\uc640 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc788\uc5b4 \uae30\ubcf8\uc801\uc774\uace0 \uc911\uc694\ud55c \ubb38\uc81c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 2. \ubb38\uc81c \uc815\uc758 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \uc2dc\uc791 \ub178\ub4dc(start)\uc640 \ubaa9\ud45c \ub178\ub4dc(goal) \uac04\uc758 \uacbd\ub85c\uac00 \uc874\uc7ac\ud558\ub294\uc9c0 \ud310\ubcc4\ud558\uace0, \uacbd\ub85c\uac00 \uc874\uc7ac\ud560 \uacbd\uc6b0 … \ub354 \ubcf4\uae30 “\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \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":[28],"tags":[],"class_list":["post-28388","post","type-post","status-publish","format-standard","hentry","category-28"],"yoast_head":"\n\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uacbd\ub85c \ucc3e\uae30 - 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