{"id":26758,"date":"2024-10-27T11:52:27","date_gmt":"2024-10-27T11:52:27","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=26758"},"modified":"2024-11-26T07:30:57","modified_gmt":"2024-11-26T07:30:57","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-%eb%8f%99%ec%a0%81-%ea%b3%84%ed%9a%8d%eb%b2%95-%ec%95%8c%ec%95%84%eb%b3%b4%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/26758\/","title":{"rendered":"\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub3d9\uc801 \uacc4\ud68d\ubc95 \uc54c\uc544\ubcf4\uae30"},"content":{"rendered":"<p><body><\/p>\n<h2>1. \ub3d9\uc801 \uacc4\ud68d\ubc95\uc774\ub780?<\/h2>\n<p>\ub3d9\uc801 \uacc4\ud68d\ubc95(Dynamic Programming, DP)\uc740 \ubb38\uc81c\ub97c \ub354 \uc791\uc740 \ud558\uc704 \ubb38\uc81c\ub85c \ub098\ub204\uc5b4 \ud574\uacb0\ud558\ub294 \uc54c\uace0\ub9ac\uc998 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc7ac\uadc0\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\ub418, \ud558\uc704 \ubb38\uc81c\uc758 \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uc5ec \uc911\ubcf5 \uacc4\uc0b0\uc744 \uc904\uc774\ub294 \uac83\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4.<\/p>\n<p>DP\ub294 \uc8fc\ub85c \ucd5c\uc801\ud654 \ubb38\uc81c\uc5d0 \ud6a8\uacfc\uc801\uc774\uba70, \ub450 \uac00\uc9c0 \uc8fc\uc694 \uac1c\ub150\uc778 &#8216;\uba54\ubaa8\uc774\uc81c\uc774\uc158(memoization)&#8217;\uacfc &#8216;\ud0c0\ubdf8\ub808\uc774\uc158(tabulation)&#8217;\uc73c\ub85c \ub098\ub204\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<h2>2. \ubb38\uc81c \uc124\uba85<\/h2>\n<h3>2.1 \ubb38\uc81c: \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 (Longest Common Subsequence, LCS)<\/h3>\n<p>\ub450 \ubb38\uc790\uc5f4 A\uc640 B\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c, A\uc640 B\uc758 \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4\uc758 \uae38\uc774\ub97c \uad6c\ud558\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ubd80\ubd84 \uc218\uc5f4\uc740 A\uc640 B\uc5d0\uc11c \uc77c\ubd80 \ubb38\uc790\ub97c \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uba74\uc11c \uc21c\uc11c\ub97c \ubcc0\uacbd\ud558\uc9c0 \uc54a\uace0 \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc790\ub4e4\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4.<\/p>\n<h3>2.2 \uc785\ub825 \uc608\uc2dc<\/h3>\n<pre>\n        A: \"ABCBDAB\"\n        B: \"BDCAB\"\n    <\/pre>\n<h3>2.3 \ucd9c\ub825 \uc608\uc2dc<\/h3>\n<pre>\n        \"LCS\uc758 \uae38\uc774\ub294 4\uc785\ub2c8\ub2e4.\" \/\/ \"BCAB\" \ub610\ub294 \"BDAB\"\n    <\/pre>\n<h2>3. \ubb38\uc81c \ud574\uacb0 \uacfc\uc815<\/h2>\n<h3>3.1 \ubb38\uc81c \ubd84\uc11d<\/h3>\n<p>\ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ubb38\uc790\uc5f4 A\uc640 B\uc758 \uae38\uc774\ub97c \uac01\uac01 n\uacfc m\uc73c\ub85c \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<li>2\ucc28\uc6d0 \ubc30\uc5f4 dp\ub97c \uc0dd\uc131\ud558\uc5ec dp[i][j]\uac00 A\uc758 i\ubc88\uc9f8 \ubb38\uc790\uae4c\uc9c0\uc758 LCS\uc640 B\uc758 j\ubc88\uc9f8 \ubb38\uc790\uae4c\uc9c0\uc758 LCS \uae38\uc774\ub97c \uc800\uc7a5\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<li>\ubb38\uc790\uc5f4\uc774 \uc77c\uce58\ud560 \uacbd\uc6b0, dp[i][j] = dp[i-1][j-1] + 1; \uadf8\ub807\uc9c0 \uc54a\uc744 \uacbd\uc6b0 dp[i][j] = max(dp[i-1][j], dp[i][j-1])\ub85c \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.2 \uc0c1\ud0dc \uc804\uc774 \uad00\uacc4<\/h3>\n<p>\ub3d9\uc801 \uacc4\ud68d\ubc95\uc5d0\uc11c\uc758 \uc0c1\ud0dc \uc804\uc774\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre>\n        dp[i][j] = \n            { \n                dp[i-1][j-1] + 1, if A[i-1] == B[j-1]\n                max(dp[i-1][j], dp[i][j-1]), if A[i-1] != B[j-1]\n            }\n    <\/pre>\n<h3>3.3 \uc790\ubc14 \uad6c\ud604 \ucf54\ub4dc<\/h3>\n<p>\uc774\uc81c \uc790\ubc14\ub85c LCS\ub97c \uad6c\ud604\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<pre>\n        <code>\n        public class LCS {\n\n            public static int longestCommonSubsequence(String A, String B) {\n                int n = A.length();\n                int m = B.length();\n                int[][] dp = new int[n + 1][m + 1];\n\n                for (int i = 1; i &lt;= n; i++) {\n                    for (int j = 1; j &lt;= m; j++) {\n                        if (A.charAt(i - 1) == B.charAt(j - 1)) {\n                            dp[i][j] = dp[i - 1][j - 1] + 1;\n                        } else {\n                            dp[i][j] = Math.max(dp[i - 1][j], dp[i][j - 1]);\n                        }\n                    }\n                }\n                return dp[n][m];\n            }\n\n            public static void main(String[] args) {\n                String A = \"ABCBDAB\";\n                String B = \"BDCAB\";\n                int length = longestCommonSubsequence(A, B);\n                System.out.println(\"LCS\uc758 \uae38\uc774\ub294 \" + length + \"\uc785\ub2c8\ub2e4.\");\n            }\n        }\n        <\/code>\n    <\/pre>\n<h2>4. \uc804\uccb4 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\uc640 \uacf5\uac04 \ubcf5\uc7a1\ub3c4<\/h2>\n<p>\uc774 \uc54c\uace0\ub9ac\uc998\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(n * m)\uc774\uba70, \uacf5\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(n * m)\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uacf5\uac04 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 O(min(n, m))\uc73c\ub85c \uc904\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>5. \ucd94\uac00 \ud480\uc774 \ubc0f \uc608\uc81c<\/h2>\n<p>\uc774 \ubb38\uc81c\ub97c \ud655\uc7a5\ud558\uc5ec \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \ub2e4\ub978 \ubb38\uc81c\ub098 \ubcc0\ud615 \ubb38\uc81c\ub4e4\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\uc5b4\uc9c4 \ubb38\uc790\uc5f4\ub4e4\uc758 \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4\uc744 \uad6c\ud55c \ub2e4\uc74c, \ud574\ub2f9 \ubb38\uc790\uc5f4\uc744 \ucd9c\ub825\ud558\ub294 \ud568\uc218\ub3c4 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \ucd5c\uc885 \uc815\ub9ac<\/h2>\n<p>\ub3d9\uc801 \uacc4\ud68d\ubc95\uc740 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud558\uc704 \ubb38\uc81c\ub85c \ub098\ub220 \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \uae30\ubc95\uc785\ub2c8\ub2e4. LCS \ubb38\uc81c\ub97c \ud1b5\ud574 DP\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc774\ud574\ud588\ub2e4\uba74, \uc790\uc2e0\ub9cc\uc758 \ub2e4\ub978 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcf4\uba74\uc11c \uc5f0\uc2b5\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>7. \ub2e4\uc74c \uac15\uc88c \uc548\ub0b4<\/h2>\n<p>\ub2e4\uc74c \uac15\uc88c\uc5d0\uc11c\ub294 \ub3d9\uc801 \uacc4\ud68d\ubc95\uc758 \ub2e4\ub978 \uc608\uc81c\ub97c \ub2e4\ub8e8\uace0, \ub2e4\uc591\ud55c \ucd5c\uc801\ud654 \uae30\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcfc \uc608\uc815\uc785\ub2c8\ub2e4. \uad00\uc2ec\uc774 \uc788\uc73c\uc2dc\ub2e4\uba74 \ub9ce\uc740 \ucc38\uc5ec \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4!<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \ub3d9\uc801 \uacc4\ud68d\ubc95\uc774\ub780? \ub3d9\uc801 \uacc4\ud68d\ubc95(Dynamic Programming, DP)\uc740 \ubb38\uc81c\ub97c \ub354 \uc791\uc740 \ud558\uc704 \ubb38\uc81c\ub85c \ub098\ub204\uc5b4 \ud574\uacb0\ud558\ub294 \uc54c\uace0\ub9ac\uc998 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc7ac\uadc0\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\ub418, \ud558\uc704 \ubb38\uc81c\uc758 \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uc5ec \uc911\ubcf5 \uacc4\uc0b0\uc744 \uc904\uc774\ub294 \uac83\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. DP\ub294 \uc8fc\ub85c \ucd5c\uc801\ud654 \ubb38\uc81c\uc5d0 \ud6a8\uacfc\uc801\uc774\uba70, \ub450 \uac00\uc9c0 \uc8fc\uc694 \uac1c\ub150\uc778 &#8216;\uba54\ubaa8\uc774\uc81c\uc774\uc158(memoization)&#8217;\uacfc &#8216;\ud0c0\ubdf8\ub808\uc774\uc158(tabulation)&#8217;\uc73c\ub85c \ub098\ub204\uc5b4\uc9d1\ub2c8\ub2e4. 2. \ubb38\uc81c \uc124\uba85 2.1 \ubb38\uc81c: \ucd5c\uc7a5 \uacf5\ud1b5 \ubd80\ubd84 \uc218\uc5f4 (Longest Common Subsequence, LCS) &hellip; <a href=\"https:\/\/atmokpo.com\/w\/26758\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub3d9\uc801 \uacc4\ud68d\ubc95 \uc54c\uc544\ubcf4\uae30&#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-26758","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, \ub3d9\uc801 \uacc4\ud68d\ubc95 \uc54c\uc544\ubcf4\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\/26758\/\" \/>\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, \ub3d9\uc801 \uacc4\ud68d\ubc95 \uc54c\uc544\ubcf4\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"1. \ub3d9\uc801 \uacc4\ud68d\ubc95\uc774\ub780? \ub3d9\uc801 \uacc4\ud68d\ubc95(Dynamic Programming, DP)\uc740 \ubb38\uc81c\ub97c \ub354 \uc791\uc740 \ud558\uc704 \ubb38\uc81c\ub85c \ub098\ub204\uc5b4 \ud574\uacb0\ud558\ub294 \uc54c\uace0\ub9ac\uc998 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc7ac\uadc0\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\ub418, \ud558\uc704 \ubb38\uc81c\uc758 \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uc5ec \uc911\ubcf5 \uacc4\uc0b0\uc744 \uc904\uc774\ub294 \uac83\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4. 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