{"id":28314,"date":"2024-10-27T15:33:35","date_gmt":"2024-10-27T15:33:35","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28314"},"modified":"2024-11-26T07:04:30","modified_gmt":"2024-11-26T07:04:30","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-%ec%b5%9c%ec%9e%a5-%ea%b3%b5%ed%86%b5-%eb%b6%80%eb%b6%84-%ec%88%98%ec%97%b4-%ec%b0%be%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28314\/","title":{"rendered":"\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 \ucc3e\uae30"},"content":{"rendered":"

<\/p>\n

\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc2a4\uc704\ud504\ud2b8 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4(Longest Common Subsequence, LCS) \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud558\uc5ec \uae4a\uc774 \uc788\uac8c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. LCS \ubb38\uc81c\ub294 \ub450 \uac1c\uc758 \ubb38\uc790\uc5f4\uc5d0\uc11c \uacf5\ud1b5\uc801\uc73c\ub85c \ub098\ud0c0\ub098\ub294 \ubd80\ubd84 \uc218\uc5f4 \uc911 \uac00\uc7a5 \uae34 \uac83\uc744 \ucc3e\ub294 \ubb38\uc81c\ub85c, \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ud1b5\ud574 \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc744 \ud1b5\ud574 \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0, \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 \uacfc\uc815\uc744 \uc0c1\uc138\ud788 \uc548\ub0b4\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \ubb38\uc81c \uc774\ud574\ud558\uae30<\/h2>\n

\ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4(LCS)\uc740 \ub450 \uac1c\uc758 \uc2dc\ud000\uc2a4\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c, \ub450 \uc2dc\ud000\uc2a4\uc5d0 \uacf5\ud1b5\uc73c\ub85c \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba74\uc11c \uc6d0\ub798\uc758 \uc21c\uc11c\ub97c \uc720\uc9c0\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4 \uc911 \uac00\uc7a5 \uae34 \uac83\uc744 \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub450 \ubb38\uc790\uc5f4 “ABCBDAB”\uc640 “BDCAB”\uac00 \uc788\uc744 \ub54c \uc774\ub4e4\uc758 LCS\ub294 “BDAB”\uc774\uba70, \uae38\uc774\ub294 4\uc785\ub2c8\ub2e4.<\/p>\n

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

\uc8fc\uc5b4\uc9c4 \ub450 \ubb38\uc790\uc5f4 S1\uacfc S2\uc5d0 \ub300\ud574 LCS\uc758 \uae38\uc774\ub97c \uad6c\ud558\ub294 \ud568\uc218\ub97c \uc791\uc131\ud574 \ubd05\uc2dc\ub2e4. \ub9cc\uc57d \ub450 \ubb38\uc790\uc5f4\uc740 \uac01\uac01 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub418\uc5b4 \uc788\ub2e4\uace0 \ud558\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n

\nS1 = \"ABCBDAB\"\nS2 = \"BDCAB\"\n<\/pre>\n
\uc774\uc81c LCS\ub97c \ucc3e\uae30 \uc704\ud574 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc77c\ubc18\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3. \ubb38\uc81c \ud574\uacb0 \ubc29\ubc95\ub860<\/h2>\n
LCS \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uac00\uc7a5 \ub110\ub9ac \uc54c\ub824\uc9c4 \ubc29\ubc95\uc740 \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d(Dynamic Programming)\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \ubb38\uc81c\ub97c \ud558\uc704 \ubb38\uc81c\ub85c \ub098\ub204\uc5b4 \ud480\uace0, \uadf8 \uacb0\uacfc\ub97c \uc7ac\uc0ac\uc6a9\ud558\uc5ec \uc804\uccb4 \ubb38\uc81c\uc758 \ud574\uacb0\uc744 \ub3c4\ucd9c\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \ud14c\uc774\ube14 \ucd08\uae30\ud654<\/h3>\n
\uc6b0\uc120 \ub450 \ubb38\uc790\uc5f4 S1, S2\uc758 \uae38\uc774\ub97c \uac01\uac01 m\uacfc n\uc774\ub77c\uace0 \ud558\uc600\uc744 \ub54c, m+1 x n+1 \ud06c\uae30\uc758 2\ucc28\uc6d0 \ubc30\uc5f4(dp)\uc744 \uc0dd\uc131\ud558\uc5ec \ucd08\uae30\ud654\ud569\ub2c8\ub2e4. \ubc30\uc5f4\uc758 \uac01 \uc694\uc18c dp[i][j]\ub294 S1\uc758 \uccab i\uac1c\uc758 \ubb38\uc790\uac00 S2\uc758 \uccab j\uac1c\uc758 \ubb38\uc790\uc640\uc758 LCS\uc758 \uae38\uc774\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \ucd08\uae30\ud654 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\nfor i in 0 to m: \n    dp[i][0] = 0\nfor j in 0 to n: \n    dp[0][j] = 0\n<\/pre>\n
3.2 \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \uc810\ud654\uc2dd<\/h3>\n
\uc774\uc81c \uac01 \ubb38\uc790\uc5d0 \ub300\ud55c LCS \uac12\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uc810\ud654\uc2dd\uc744 \uc815\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4. \ub9cc\uc57d S1\uc758 i\ubc88\uc9f8 \ubb38\uc790\uc640 S2\uc758 j\ubc88\uc9f8 \ubb38\uc790\uac00 \uac19\ub2e4\uba74, \ud574\ub2f9 \ubb38\uc790\uae4c\uc9c0\uc758 LCS \uae38\uc774\ub294 \uc774\uc804\uc758 LCS \uae38\uc774\uc5d0 1\uc744 \ub354\ud55c \uac12\uc774 \ub429\ub2c8\ub2e4. \uc989:<\/p>\n
\nif S1[i-1] == S2[j-1] then\n    dp[i][j] = dp[i-1][j-1] + 1\nelse\n    dp[i][j] = max(dp[i-1][j], dp[i][j-1])\n<\/pre>\n
\uc774 \uc810\ud654\uc2dd\uc744 \ud1b5\ud574 \ubaa8\ub4e0 \uc694\uc18c\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc73c\uba70, \ucd5c\uc885\uc801\uc73c\ub85c dp[m][n]\uc5d0\uc11c LCS\uc758 \uae38\uc774\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4. \uc2a4\uc704\ud504\ud2b8 \ucf54\ub4dc \uad6c\ud604<\/h2>\n
\uc774\uc81c \uc704\uc758 \uacfc\uc815\uc744 \ubc14\ud0d5\uc73c\ub85c Swift \uc5b8\uc5b4\ub85c LCS\ub97c \uad6c\ud604\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4\uc744 \uacc4\uc0b0\ud558\ub294 \ud568\uc218\uc785\ub2c8\ub2e4.<\/p>\n
\nfunc longestCommonSubsequence(_ S1: String, _ S2: String) -> Int {\n    let s1Array = Array(S1)\n    let s2Array = Array(S2)\n    let m = s1Array.count\n    let n = s2Array.count\n    var dp = Array(repeating: Array(repeating: 0, count: n + 1), count: m + 1)\n\n    for i in 1...m {\n        for j in 1...n {\n            if s1Array[i - 1] == s2Array[j - 1] {\n                dp[i][j] = dp[i - 1][j - 1] + 1\n            } else {\n                dp[i][j] = max(dp[i - 1][j], dp[i][j - 1])\n            }\n        }\n    }\n\n    return dp[m][n]\n}\n<\/pre>\n
\uc704\uc758 \ud568\uc218\ub294 \ub450 \ubb38\uc790\uc5f4 S1\uacfc S2\ub97c \uc778\uc790\ub85c \ubc1b\uc544 \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4\uc758 \uae38\uc774\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/p>\n
5. \ud14c\uc2a4\ud2b8 \ucf00\uc774\uc2a4<\/h2>\n
\ud568\uc218\ub97c \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \uba87 \uac00\uc9c0 \ucf00\uc774\uc2a4\ub97c \ub9cc\ub4e4\uc5b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
\nlet S1 = \"ABCBDAB\"\nlet S2 = \"BDCAB\"\nlet result = longestCommonSubsequence(S1, S2)\nprint(\"\ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4\uc758 \uae38\uc774\ub294 \\(result)\uc785\ub2c8\ub2e4.\") \/\/ \ucd9c\ub825: 4\n<\/pre>\n
\ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc6b0\ub9ac\uc758 \uc54c\uace0\ub9ac\uc998\uc774 \uc62c\ubc14\ub978 \uacb0\uacfc\ub97c \ubc18\ud658\ud558\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
6. \uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n
\ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uc774\uc6a9\ud55c \uc774 \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(m*n)\uc774\uba70, \uacf5\uac04 \ubcf5\uc7a1\ub3c4 \ub610\ud55c O(m*n)\uc785\ub2c8\ub2e4. m\uacfc n\uc740 \uac01\uac01 \ub450 \ubb38\uc790\uc5f4\uc758 \uae38\uc774\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\uc7a1\ub3c4\ub294 \ubb38\uc790\uc5f4\uc758 \uae38\uc774\uac00 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uae09\uc99d\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uba54\ubaa8\uc774\uc81c\uc774\uc158\uc744 \ud65c\uc6a9\ud558\uc5ec \uacf5\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uc904\uc774\ub294 \ub4f1\uc758 \ucd5c\uc801\ud654 \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
7. \uacb0\ub860<\/h2>\n
\uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc73c\ub85c \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc2a4\uc704\ud504\ud2b8 \ucf54\ub4dc\ub85c \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. LCS \ubb38\uc81c\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub418\uba70, \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774 \uc54c\uace0\ub9ac\uc998\uc744 \uc5ec\ub7ec \uc0c1\ud669\uc5d0\uc11c \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud504\ub85c\uadf8\ub798\ubc0d \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc55e\uc73c\ub85c\ub3c4 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud480\uc774\ub97c \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \ucf54\ub529\ud14c\uc2a4\ud2b8\uc5d0 \uc900\ube44\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc2a4\uc704\ud504\ud2b8 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4(Longest Common Subsequence, LCS) \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud558\uc5ec \uae4a\uc774 \uc788\uac8c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. LCS \ubb38\uc81c\ub294 \ub450 \uac1c\uc758 \ubb38\uc790\uc5f4\uc5d0\uc11c \uacf5\ud1b5\uc801\uc73c\ub85c \ub098\ud0c0\ub098\ub294 \ubd80\ubd84 \uc218\uc5f4 \uc911 \uac00\uc7a5 \uae34 \uac83\uc744 \ucc3e\ub294 \ubb38\uc81c\ub85c, \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ud1b5\ud574 \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc744 \ud1b5\ud574 \ubb38\uc81c\ub97c \uc774\ud574\ud558\uace0, \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 \uacfc\uc815\uc744 \uc0c1\uc138\ud788 \uc548\ub0b4\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4. 1. … \ub354 \ubcf4\uae30 “\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 \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-28314","post","type-post","status-publish","format-standard","hentry","category-27"],"yoast_head":"\n\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 \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\/28314\/\" \/>\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, \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 \ucc3e\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc548\ub155\ud558\uc138\uc694! \uc774\ubc88 \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub294 \uc2a4\uc704\ud504\ud2b8 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4(Longest Common Subsequence, LCS) \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud558\uc5ec \uae4a\uc774 \uc788\uac8c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 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