{"id":26908,"date":"2024-10-27T11:53:34","date_gmt":"2024-10-27T11:53:34","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=26908"},"modified":"2024-11-26T07:26:32","modified_gmt":"2024-11-26T07:26:32","slug":"%ec%9e%90%eb%b0%94-%ec%bd%94%eb%94%a9%ed%85%8c%ec%8a%a4%ed%8a%b8-%ea%b0%95%ec%a2%8c-%ec%b5%9c%ec%86%8c-%ea%b3%b5%ed%86%b5-%ec%a1%b0%ec%83%81-%ea%b5%ac%ed%95%98%ea%b8%b0-2","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/26908\/","title":{"rendered":"\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1 \uad6c\ud558\uae30 2"},"content":{"rendered":"<div class=\"post\">\n<h2>\ubb38\uc81c \uc124\uba85<\/h2>\n<p>\n        \uc8fc\uc5b4\uc9c4 \uc774\uc9c4 \ud2b8\ub9ac\uc5d0\uc11c \ub450 \ub178\ub4dc\uc758 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1(LCA)\uc744 \ucc3e\ub294 \ubb38\uc81c\ub294 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0\uc5d0\uc11c \uc911\uc694\ud558\uac8c \ub2e4\ub904\uc9d1\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ud2b9\ud788 \ud2b8\ub9ac \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc7ac\uadc0\uc801\uc778 \uc0ac\uace0\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \uad6c\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<h3>\ubb38\uc81c \uc815\uc758<\/h3>\n<p>\n        \uc774\uc9c4 \ud2b8\ub9ac\uc758 \ub8e8\ud2b8 \ub178\ub4dc\uc640 \ub450 \ub178\ub4dc A, B\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, A\uc640 B\uc758 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \ucc3e\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc740 \ub2e4\uc74c \uc870\uac74\uc744 \ub9cc\uc871\ud558\ub294 \uac00\uc7a5 \uae4a\uc740 (\ucd5c\ud558\uc704) \ub178\ub4dc\ub85c \uc815\uc758\ub429\ub2c8\ub2e4:\n    <\/p>\n<ul>\n<li>\ub178\ub4dc A\uc640 B\uc758 \ubaa8\ub4e0 \uc870\uc0c1\uc774 \ud3ec\ud568\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li>\ub178\ub4dc LCA\ub294 A\uc640 B\uac00 \uc704\uce58\ud55c \uc11c\ube0c\ud2b8\ub9ac \uc548\uc5d0 \uc874\uc7ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\uc81c\uc57d \uc870\uac74<\/h3>\n<p>\n        \uc8fc\uc5b4\uc9c4 \uc774\uc9c4 \ud2b8\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc81c\uc57d\uc744 \uac00\uc9d1\ub2c8\ub2e4:\n    <\/p>\n<ul>\n<li>\ub178\ub4dc\uc758 \uc218\ub294 1 \uc774\uc0c1 10^4 \uc774\ud558\uc785\ub2c8\ub2e4.<\/li>\n<li>\uac01 \ub178\ub4dc\ub294 \uc11c\ub85c \ub2e4\ub978 \uac12\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>A\uc640 B\ub294 \ubc18\ub4dc\uc2dc \ud2b8\ub9ac\uc5d0 \uc874\uc7ac\ud558\ub294 \ub178\ub4dc\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\ubb38\uc81c \ud574\uacb0 \uc804\ub7b5<\/h2>\n<h3>1. \ud2b8\ub9ac \uad6c\uc870 \uc774\ud574\ud558\uae30<\/h3>\n<p>\n        \ud2b8\ub9ac\ub294 \uacc4\uce35\uc801 \ub370\uc774\ud130 \uad6c\uc870\ub85c \ub178\ub4dc\uc640 \uac04\uc120\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc774\uc9c4 \ud2b8\ub9ac\uc758 \uacbd\uc6b0, \uac01 \ub178\ub4dc\ub294 \ucd5c\ub300 \ub450 \uac1c\uc758 \uc790\uc2dd\uc744 \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b8\ub9ac\uc758 \uae4a\uc774\ub97c \uae30\ubc18\uc73c\ub85c \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \ucc3e\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc790\uc6d0\uc744 \ud655\ubcf4\ud574\uc57c \ud569\ub2c8\ub2e4.\n    <\/p>\n<h3>2. \uc54c\uace0\ub9ac\uc998 \uc120\ud0dd<\/h3>\n<p>\n        \ud6c4\ubcf4 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c\ub294 DFS(Depth-First Search)\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e8\uacc4\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4:\n    <\/p>\n<ol>\n<li>\ub8e8\ud2b8 \ub178\ub4dc\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uc88c\uc6b0 \uc11c\ube0c\ud2b8\ub9ac\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub450 \ub178\ub4dc A \ubc0f B\uac00 \uac01\uac01\uc758 \uc11c\ube0c\ud2b8\ub9ac\uc5d0 \uc874\uc7ac\ud558\ub294 \uacbd\uc6b0, \ud604\uc7ac \ub178\ub4dc\uac00 LCA\uac00 \ub429\ub2c8\ub2e4.<\/li>\n<li>A \ub610\ub294 B\uac00 \ud558\ub098\uc758 \uc11c\ube0c\ud2b8\ub9ac\uc5d0\ub9cc \uc874\uc7ac\ud558\ub294 \uacbd\uc6b0, \ud574\ub2f9 \ub178\ub4dc\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub458 \ub2e4 \uc874\uc7ac\ud558\uc9c0 \uc54a\uc73c\uba74 null\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>\ud30c\uc774\uc36c \uad6c\ud604<\/h2>\n<pre><code>\n# \uc774\uc9c4 \ud2b8\ub9ac \ub178\ub4dc \uc815\uc758\nclass TreeNode:\n    def __init__(self, val=0, left=None, right=None):\n        self.val = val\n        self.left = left\n        self.right = right\n\n# LCA \ucc3e\uae30\ndef lowestCommonAncestor(root, p, q):\n    if root is None:\n        return None\n    \n    if root == p or root == q:\n        return root\n    \n    left = lowestCommonAncestor(root.left, p, q)\n    right = lowestCommonAncestor(root.right, p, q)\n    \n    if left and right:\n        return root\n    return left if left else right\n    <\/code><\/pre>\n<h2>\uad6c\ud604 \uc124\uba85<\/h2>\n<h3>1. TreeNode \ud074\ub798\uc2a4<\/h3>\n<p>\n        \uba3c\uc800, TreeNode \ud074\ub798\uc2a4\ub97c \uc815\uc758\ud558\uc5ec \uac01 \ub178\ub4dc\uc758 \uac12\uc744 \uc800\uc7a5\ud569\ub2c8\ub2e4. \ub178\ub4dc\ub294 \uac12 (val) \uc678\uc5d0\ub3c4 \uc67c\ucabd \uc790\uc2dd (left)\uacfc \uc624\ub978\ucabd \uc790\uc2dd (right) \ub178\ub4dc\ub97c \uac01\uac01 \ucc38\uc870\ud569\ub2c8\ub2e4.\n    <\/p>\n<h3>2. lowestCommonAncestor \ud568\uc218<\/h3>\n<p>\n        \uc8fc\uc5b4\uc9c4 \ub8e8\ud2b8 \ub178\ub4dc\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uc7ac\uadc0\uc801\uc73c\ub85c \ud638\ucd9c\ud558\uc5ec \ub450 \ub178\ub4dc A\uc640 B\uc758 LCA\ub97c \ucc3e\uc544\ub0c5\ub2c8\ub2e4. \uae30\uc800 \uc0ac\ub840\ub85c\ub294 \ub178\ub4dc\uac00 null\uc774\uac70\ub098 \ub8e8\ud2b8\uac00 A \ub610\ub294 B\uc77c \uacbd\uc6b0, \ud604\uc7ac \ub178\ub4dc\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.\n    <\/p>\n<p>\n        \uac01\uac01\uc758 \uc11c\ube0c\ud2b8\ub9ac\uc5d0\uc11c LCA\ub97c \ucc3e\ub294 \uc911\uc774\uae30 \ub54c\ubb38\uc5d0, \uc67c\ucabd \uc11c\ube0c\ud2b8\ub9ac\uc640 \uc624\ub978\ucabd \uc11c\ube0c\ud2b8\ub9ac\uc5d0\uc11c \ubc18\ud658\ub41c \uac12\uc774 \ubaa8\ub450 \uc874\uc7ac\ud558\uba74, \ud604\uc7ac \ub178\ub4dc\uac00 LCA\uac00 \ub429\ub2c8\ub2e4.\n    <\/p>\n<h3>3. \ubb38\uc81c \ud574\uacb0<\/h3>\n<p>\n        \uc774\uc81c \uc774 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc8fc\uc5b4\uc9c4 \uc774\uc9c4 \ud2b8\ub9ac\uc758 \ub450 \ub178\ub4dc A, B\uc5d0 \ub300\ud55c LCA\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(N)\uc774\uba70, N\uc740 \ub178\ub4dc\uc758 \uc218\uc785\ub2c8\ub2e4.\n    <\/p>\n<h2>\uc131\ub2a5 \uac80\uc99d<\/h2>\n<p>\n        \uc774 \uc54c\uace0\ub9ac\uc998\uc744 \ub2e4\uc591\ud55c \uc785\ub825\uc5d0 \ub300\ud574 \ud14c\uc2a4\ud2b8\ud558\uc5ec \uc131\ub2a5\uc744 \uac80\uc99d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc785\ub825\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc9c4 \ud2b8\ub9ac\ub97c \uace0\ub824\ud574 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n    <\/p>\n<pre><code>\n    # \uc608\uc2dc \ud2b8\ub9ac \uc0dd\uc131\n    root = TreeNode(3)\n    root.left = TreeNode(5)\n    root.right = TreeNode(1)\n    root.left.left = TreeNode(6)\n    root.left.right = TreeNode(2)\n    root.right.left = TreeNode(0)\n    root.right.right = TreeNode(8)\n    root.left.right.left = TreeNode(7)\n    root.left.right.right = TreeNode(4)\n\n    p = root.left         # Node with value 5\n    q = root.left.right.right  # Node with value 4\n\n    ancestor = lowestCommonAncestor(root, p, q)\n    print(ancestor.val)  # Expected output: 5\n    <\/code><\/pre>\n<h2>\uacb0\ub860<\/h2>\n<p>\n        \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8\uc758 \uc911\uc694\ud55c \uac1c\ub150 \uc911 \ud558\ub098\uc778 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1 \uad6c\ud558\uae30\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uc54c\uace0\ub9ac\uc998\uc740 \ub2e4\uc591\ud55c \uc0c1\ud669\uc5d0\uc11c \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \ud2b8\ub9ac \uad6c\uc870\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ubb38\uc81c \ud574\uacb0 \uacfc\uc815\uacfc \uc54c\uace0\ub9ac\uc998 \ubd84\uc11d\uc744 \ud1b5\ud574 \ucf54\ub529 \ud14c\uc2a4\ud2b8 \ub300\ube44\uc5d0 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.\n    <\/p>\n<p>\n        \ucd94\uac00\uc801\uc778 \uc9c8\ubb38\uc774 \uc788\ub2e4\uba74 \ub313\uae00\ub85c \ub0a8\uaca8 \uc8fc\uc138\uc694. \uac10\uc0ac\ud569\ub2c8\ub2e4!\n    <\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uc774\uc9c4 \ud2b8\ub9ac\uc5d0\uc11c \ub450 \ub178\ub4dc\uc758 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1(LCA)\uc744 \ucc3e\ub294 \ubb38\uc81c\ub294 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0\uc5d0\uc11c \uc911\uc694\ud558\uac8c \ub2e4\ub904\uc9d1\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ud2b9\ud788 \ud2b8\ub9ac \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc7ac\uadc0\uc801\uc778 \uc0ac\uace0\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \uad6c\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ubb38\uc81c \uc815\uc758 \uc774\uc9c4 \ud2b8\ub9ac\uc758 \ub8e8\ud2b8 \ub178\ub4dc\uc640 \ub450 \ub178\ub4dc A, B\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, A\uc640 B\uc758 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \ucc3e\ub294 \ubb38\uc81c\ub97c &hellip; <a href=\"https:\/\/atmokpo.com\/w\/26908\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1 \uad6c\ud558\uae30 2&#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":[22],"tags":[],"class_list":["post-26908","post","type-post","status-publish","format-standard","hentry","category-22"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1 \uad6c\ud558\uae30 2 - \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\/26908\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1 \uad6c\ud558\uae30 2 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uc774\uc9c4 \ud2b8\ub9ac\uc5d0\uc11c \ub450 \ub178\ub4dc\uc758 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1(LCA)\uc744 \ucc3e\ub294 \ubb38\uc81c\ub294 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0\uc5d0\uc11c \uc911\uc694\ud558\uac8c \ub2e4\ub904\uc9d1\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ud2b9\ud788 \ud2b8\ub9ac \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc7ac\uadc0\uc801\uc778 \uc0ac\uace0\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ucd5c\uc18c \uacf5\ud1b5 \uc870\uc0c1\uc744 \uad6c\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ubb38\uc81c \uc815\uc758 \uc774\uc9c4 \ud2b8\ub9ac\uc758 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