\n 2\n <\/pre>\n\ud574\uacb0 \uacfc\uc815<\/h2>\n
\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc \uc790\ub8cc\uad6c\uc870\ub97c \ud65c\uc6a9\ud558\uc5ec \uac01 \ub178\ub4dc\uc758 \uad00\uacc4\ub97c \uc815\ub9ac\ud560 \uac83\uc785\ub2c8\ub2e4. \uc544\ub798 \ub2e8\uacc4\ub97c \ub530\ub77c \uc9c4\ud589\ud558\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n
1\ub2e8\uacc4: \ubd80\ubaa8 \ubc30\uc5f4 \ucd08\uae30\ud654<\/h3>\n
\uac01 \ub178\ub4dc\ub294 \uc790\uae30 \uc790\uc2e0\uc744 \ubd80\ubaa8\ub85c \uac00\uc9c0\ub294 \uc0c1\ud0dc\ub85c \ucd08\uae30\ud654\ud569\ub2c8\ub2e4. \uc989, \ubd80\ubaa8 \ubc30\uc5f4\uc744 \uc0dd\uc131\ud558\uace0 \uac01 \ub178\ub4dc\uac00 \uc790\uae30 \uc790\uc2e0\uc744 \uac00\ub9ac\ud0a4\ub3c4\ub85d \uc124\uc815\ud569\ub2c8\ub2e4.<\/p>\n
\n parent = [0, 1, 2, 3, 4] # \ub178\ub4dc \uc218\uc5d0 \ub9de\ucdb0 \ucd08\uae30\ud654\n <\/pre>\n2\ub2e8\uacc4: Union \uc5f0\uc0b0 \uc218\ud589<\/h3>\n
\uc8fc\uc5b4\uc9c4 \uac04\uc120 \uc815\ubcf4\ub97c \uae30\ubc18\uc73c\ub85c Union \uc5f0\uc0b0\uc744 \ud1b5\ud574 \ub178\ub4dc\ub4e4\uc744 \uc5f0\uacb0\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc11c\ub85c \uc5f0\uacb0\ub41c \uc9d1\ud569\uc744 \ud558\ub098\ub85c \ubb36\uc2b5\ub2c8\ub2e4.<\/p>\n
3\ub2e8\uacc4: Find \uc5f0\uc0b0\uc744 \ud1b5\ud574 \uc5f0\uacb0\ub41c \uc9d1\ud569 \uce74\uc6b4\ud305<\/h3>\n
\uac01 \ub178\ub4dc\uc5d0 \ub300\ud574 Find \uc5f0\uc0b0\uc744 \uc218\ud589\ud558\uc5ec \uc5b4\ub5a4 \uc9d1\ud569\uc5d0 \uc18d\ud558\ub294\uc9c0\ub97c \ud655\uc778\ud558\uace0, \uc720\uc77c\ud55c \ub8e8\ud2b8 \ub178\ub4dc\uc758 \uac1c\uc218\ub97c \uc13c \ud6c4 \uacb0\uacfc\ub97c \ucd9c\ub825\ud569\ub2c8\ub2e4.<\/p>\n
\uad6c\ud604<\/h2>\n
\uc774\uc81c \uc704\uc758 \uacfc\uc815\ub4e4\uc744 \ud30c\uc774\uc36c \ucf54\ub4dc\ub85c \uad6c\ud604\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
\n class UnionFind:\n def __init__(self, size):\n self.parent = list(range(size))\n self.rank = [1] * size\n \n def find(self, p):\n if self.parent[p] != p:\n # \uacbd\ub85c \uc555\ucd95\n self.parent[p] = self.find(self.parent[p])\n return self.parent[p]\n \n def union(self, p, q):\n rootP = self.find(p)\n rootQ = self.find(q)\n \n if rootP != rootQ:\n # Union by rank\n if self.rank[rootP] > self.rank[rootQ]:\n self.parent[rootQ] = rootP\n elif self.rank[rootP] < self.rank[rootQ]:\n self.parent[rootP] = rootQ\n else:\n self.parent[rootQ] = rootP\n self.rank[rootP] += 1\n\n # \uc0ac\uc6a9 \uc608\uc81c\n def count_connected_components(n, edges):\n uf = UnionFind(n)\n \n # \uac04\uc120 \uc815\ubcf4\ub85c Union \uc218\ud589\n for u, v in edges:\n uf.union(u, v)\n \n # \uc720\uc77c\ud55c \ub8e8\ud2b8\uc758 \uc218\ub97c \uc138\uc5b4 \uc5f0\uacb0 \uad6c\uc131 \uc694\uc18c\uc758 \uac1c\uc218\ub97c \ubc18\ud658\n root_set = set(uf.find(i) for i in range(n))\n return len(root_set)\n\n # \uc785\ub825 \ucc98\ub9ac\n n = 5\n edges = [(0, 1), (1, 2), (3, 4)]\n print(count_connected_components(n, edges)) # \ucd9c\ub825: 2\n <\/pre>\n\uacb0\uacfc \ud574\uc11d<\/h2>\n
\uc704 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uba74 2\ub77c\ub294 \uacb0\uacfc\uac00 \ucd9c\ub825\ub429\ub2c8\ub2e4. \uc774\ub294 \uc8fc\uc5b4\uc9c4 \uadf8\ub798\ud504\uc5d0\uc11c \uc11c\ub85c \uc5f0\uacb0\ub41c \ub178\ub4dc \uc9d1\ud569\uc774 \ub450 \uac1c \uc874\uc7ac\ud568\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n
\uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n
\uc720\ub2c8\uc628 \ud30c\uc778\ub4dc\ub97c \uc0ac\uc6a9\ud588\uc744 \ub54c, \uac01 \uc6b4\uc601\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 \uac70\uc758 O(\u03b1(n))\uc5d0 \uac00\uae4c\uc6cc\uc9c0\uba70, \uc5ec\uae30\uc11c \u03b1\ub294 \uc544\ucee4\ub9cc \ud568\uc218\uc758 \uc5ed\ud568\uc218\uc785\ub2c8\ub2e4. \uc774\ub294 \ub9e4\uc6b0 \ub290\ub9ac\uac8c \uc99d\uac00\ud558\ub294 \ud568\uc218\uc774\ubbc0\ub85c, \uc2e4\uc81c\ub85c\ub294 \uc0c1\uc218\uc5d0 \uac00\uae4c\uc6b4 \uc2dc\uac04\uc744 \uc18c\uc694\ud55c\ub2e4\uace0 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub9c8\ubb34\ub9ac<\/h2>\n
\uc774\ubc88 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc \uc790\ub8cc\uad6c\uc870\uc640 \uc774\ub97c \ud65c\uc6a9\ud55c \ubb38\uc81c \ud574\uacb0 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc\ub97c \ud1b5\ud574 \ubcf5\uc7a1\ud55c \uc5f0\uacb0 \ubb38\uc81c\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uc74c\uc744 \ud655\uc778\ud588\ub294\ub370\uc694, \ub2e4\uc591\ud55c \uc751\uc6a9\uc744 \ud574\ubcf4\uba70 \uc5f0\uc2b5\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
\uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc(Union-Find) \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uace0, \uc774\ub97c \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c\ub97c \ud480\uc774\ud574 \ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc\ub294 \uc11c\ub85c\uc18c \uc9d1\ud569\uc744 \uad00\ub9ac\ud558\ub294\ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \uc790\ub8cc\uad6c\uc870\ub85c, \uc5ec\ub7ec \ud56d\ubaa9\ub4e4\uc758 \uc5f0\uacb0 \uc5ec\ubd80\ub97c \ube60\ub974\uac8c \ud310\ub2e8\ud558\uace0 \uc9d1\ud569\uc744 \ud569\uce58\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc\ub780? \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc\ub294 \ud06c\uac8c \ub450 \uac00\uc9c0 \uae30\ub2a5\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4: Union: \ub450 \uc6d0\uc18c\uac00 \uc18d\ud55c \uc9d1\ud569\uc744 \ud558\ub098\ub85c \ud569\uce58\ub294 \uc5f0\uc0b0 Find: \ud2b9\uc815 \uc6d0\uc18c\uac00 \uc5b4\ub290 \uc9d1\ud569\uc5d0 … \ub354 \ubcf4\uae30 “\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc”<\/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":[23],"tags":[],"class_list":["post-27142","post","type-post","status-publish","format-standard","hentry","category-23"],"yoast_head":"\n\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc720\ub2c8\uc628 \ud30c\uc778\ub4dc - 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