{"id":28106,"date":"2024-10-27T15:31:49","date_gmt":"2024-10-27T15:31:49","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28106"},"modified":"2024-11-26T07:09:21","modified_gmt":"2024-11-26T07:09:21","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-%ea%b0%80%ec%9e%a5-%ea%b8%b8%ea%b2%8c-%ec%a6%9d%ea%b0%80%ed%95%98%eb%8a%94-%eb%b6%80%eb%b6%84","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28106\/","title":{"rendered":"\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4 \ucc3e\uae30"},"content":{"rendered":"

<\/p>\n

\n \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c\ub97c \ud480\uae30 \uc704\ud574\uc11c\ub294 \ubb38\uc81c\uc758 \ubcf8\uc9c8\uc744 \uc774\ud574\ud558\uace0, \uc801\uc808\ud55c \uc790\ub8cc\uad6c\uc870\uc640 \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 ‘\uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4(Longest Increasing Subsequence, LIS)’ \ubb38\uc81c\ub97c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ud2b9\uc815 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c, \uc99d\uac00\ud558\ub294 \uc21c\uc11c\ub97c \uc720\uc9c0\ud55c \ucc44\ub85c \uac00\ub2a5\ud55c \uac00\uc7a5 \uae34 \ubd80\ubd84 \uc218\uc5f4\uc744 \ucc3e\uc544\ub0b4\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4.\n <\/p>\n

1. \ubb38\uc81c \uc815\uc758<\/h2>\n

\n \uc8fc\uc5b4\uc9c4 \uc815\uc218 \ubc30\uc5f4\uc5d0\uc11c \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc744 \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ubd80\ubd84 \uc218\uc5f4\uc740 \ubc30\uc5f4\uc5d0\uc11c \uba87 \uac1c\uc758 \uc218\ub97c \uc120\ud0dd\ud558\uc5ec \uc21c\uc11c\ub97c \uc720\uc9c0\ud55c \ucc44\ub85c \ub9cc\ub4e0 \uc218\uc5f4\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c \uc911\uc694\ud55c \uac83\uc740 \uc120\ud0dd\ud55c \uc218\uac00 \ubc18\ub4dc\uc2dc \uc5f0\uc18d\ud574\uc11c \uc788\uc5b4\uc57c \ud560 \ud544\uc694\ub294 \uc5c6\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc989, [10, 20, 10, 30, 20, 50]<\/strong>\ub77c\ub294 \ubc30\uc5f4\uc774 \uc8fc\uc5b4\uc84c\uc744 \ub54c, \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc740 [10, 20, 30, 50]<\/strong>\uc785\ub2c8\ub2e4.\n <\/p>\n

1.1 \ubb38\uc81c \uc608\uc2dc<\/h3>\n
\n    \uc785\ub825: [10, 20, 10, 30, 20, 50]\n    \ucd9c\ub825: 4 (\ubd80\ubd84 \uc218\uc5f4: [10, 20, 30, 50])\n\n    \uc785\ub825: [5, 6, 3, 7, 8, 4, 1]\n    \ucd9c\ub825: 5 (\ubd80\ubd84 \uc218\uc5f4: [5, 6, 7, 8])\n    <\/pre>\n
2. \ubb38\uc81c \uc811\uadfc \ubc29\ubc95<\/h2>\n
\n        \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4 \ubb38\uc81c\ub294 \ub2e4\uc74c \ub450 \uac00\uc9c0 \uae30\ubcf8 \uc811\uadfc \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\n    <\/p>\n
    \n
  1. \ub3d9\uc801 \uacc4\ud68d\ubc95(Dynamic Programming)<\/strong><\/li>\n
  2. \uc774\ubd84 \ud0d0\uc0c9(Binary Search)<\/strong><\/li>\n<\/ol>\n
    2.1 \ub3d9\uc801 \uacc4\ud68d\ubc95<\/h3>\n
    \n        \ub3d9\uc801 \uacc4\ud68d\ubc95\uc740 \uc8fc\uc5b4\uc9c4 \ubb38\uc81c\ub97c \uc791\uc740 \ubd80\ubd84 \ubb38\uc81c\ub85c \ub098\ub204\uc5b4 \ud574\uacb0\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. LIS \ubb38\uc81c\ub97c \ub3d9\uc801 \uacc4\ud68d\ubc95\uc73c\ub85c \ud574\uacb0\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub450 \uac1c\uc758 \ubc30\uc5f4\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\ub098\ub294 \uc6d0\ubcf8 \ubc30\uc5f4\uc758 \uac01 \uc6d0\uc18c\uc5d0 \ub300\ud574 \uac00\uc7a5 \uae34 \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc758 \uae38\uc774\ub97c \uc800\uc7a5\ud558\ub294 \ubc30\uc5f4, \ub2e4\ub978 \ud558\ub098\ub294 \uadf8 \uc218\uc5f4\uc744 \uad6c\uc131\ud558\ub294 \uc6d0\uc18c\ub4e4\uc744 \uc800\uc7a5\ud558\ub294 \ubc30\uc5f4\uc785\ub2c8\ub2e4.\n    <\/p>\n
    2.2 \uc774\ubd84 \ud0d0\uc0c9<\/h3>\n
    \n        \uc774 \ubc29\ubc95\uc740 LIS \ubb38\uc81c\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc774\ubd84 \ud0d0\uc0c9\uc744 \uc774\uc6a9\ud55c \ubc29\ubc95\uc740 O(n log n) \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uac00\uc9c0\uba70, \ubc30\uc5f4\uc744 \ud0d0\uc0c9\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc774\ubbf8 \ubc1c\uacac\ub41c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc758 \uae38\uc774\ub97c \uc774\uc6a9\ud558\uc5ec \uac01 \uc6d0\uc18c\uc758 \uc704\uce58\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.\n    <\/p>\n
    3. \uc54c\uace0\ub9ac\uc998 \uad6c\ud604<\/h2>\n
    \n        \uc544\ub798\ub294 \uc2a4\uc704\ud504\ud2b8\ub85c \uad6c\ud604\ud55c \ub3d9\uc801 \uacc4\ud68d\ubc95\uacfc \uc774\ubd84 \ud0d0\uc0c9\uc744 \uc774\uc6a9\ud55c LIS \ubb38\uc81c\uc758 \ud574\uacb0 \uacfc\uc815\uc785\ub2c8\ub2e4.\n    <\/p>\n
    3.1 \ub3d9\uc801 \uacc4\ud68d\ubc95 \uad6c\ud604<\/h3>\n
    \n    func lengthOfLIS(_ nums: [Int]) -> Int {\n        guard !nums.isEmpty else { return 0 }\n        \n        var dp = Array(repeating: 1, count: nums.count)\n        var maxLength = 1\n        \n        for i in 1.. nums[j] {\n                    dp[i] = max(dp[i], dp[j] + 1)\n                }\n            }\n            maxLength = max(maxLength, dp[i])\n        }\n        \n        return maxLength\n    }\n\n    \/\/ \uc0ac\uc6a9 \uc608\uc2dc\n    let nums = [10, 20, 10, 30, 20, 50]\n    print(lengthOfLIS(nums))  \/\/ \ucd9c\ub825: 4\n    <\/nums.count><\/pre>\n
    3.2 \uc774\ubd84 \ud0d0\uc0c9 \uad6c\ud604<\/h3>\n
    \n    func lengthOfLIS(_ nums: [Int]) -> Int {\n        var dp = [Int]()\n        \n        for num in nums {\n            if let idx = dp.firstIndex(where: { $0 >= num }) {\n                dp[idx] = num\n            } else {\n                dp.append(num)\n            }\n        }\n        \n        return dp.count\n    }\n\n    \/\/ \uc0ac\uc6a9 \uc608\uc2dc\n    let nums = [10, 20, 10, 30, 20, 50]\n    print(lengthOfLIS(nums))  \/\/ \ucd9c\ub825: 4\n    <\/pre>\n
    4. \uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n
    \n        \ub3d9\uc801 \uacc4\ud68d\ubc95\uc758 \uacbd\uc6b0, \uc774\uc911 \ub8e8\ud504\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub4e0 \uc30d\uc758 \ubc30\uc5f4 \uc6d0\uc18c\ub97c \ube44\uad50\ud558\ubbc0\ub85c O(n^2) \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uac00\uc9d1\ub2c8\ub2e4. \ubc18\uba74, \uc774\ubd84 \ud0d0\uc0c9\uc744 \ud1b5\ud574 \uad6c\ud604\ud55c \ubc29\ubc95\uc740 O(n log n)\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uac00\uc9d1\ub2c8\ub2e4. \uc774\ub294 \ud070 \uc785\ub825\uc744 \ucc98\ub9ac\ud560 \ub54c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.\n    <\/p>\n
    5. \uacb0\ub860<\/h2>\n
    \n        \uc624\ub298\uc740 \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc744 \ucc3e\ub294 \ubb38\uc81c\ub97c \ub2e4\ub8e8\uc5b4 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \ub3d9\uc801 \uacc4\ud68d\ubc95\uacfc \uc774\ubd84 \ud0d0\uc0c9 \ubc29\uc2dd\uc758 \ub450 \uac00\uc9c0 \uc811\uadfc \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc73c\uba70, \uac01\uac01\uc758 \uad6c\ud604\uacfc \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uacfc\uc815\uc740 \uc54c\uace0\ub9ac\uc998 \uc778\ud130\ubdf0\uc758 \uc88b\uc740 \uc5f0\uc2b5\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucf54\ub529\ud14c\uc2a4\ud2b8 \uc900\ube44\ub97c \uc704\ud574 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud480\uc5b4\ubcf4\ub294 \uac83\uc744 \uad8c\uc7a5\ud569\ub2c8\ub2e4.\n    <\/p>\n
    \ub2e4\uc74c \uac15\uc88c\uc5d0\uc11c\ub294 \ub2e4\ub978 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c\ub97c \ub2e4\ub8e8\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uad00\uc2ec \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4!<\/p>\n
    <\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
    \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c\ub97c \ud480\uae30 \uc704\ud574\uc11c\ub294 \ubb38\uc81c\uc758 \ubcf8\uc9c8\uc744 \uc774\ud574\ud558\uace0, \uc801\uc808\ud55c \uc790\ub8cc\uad6c\uc870\uc640 \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 ‘\uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4(Longest Increasing Subsequence, LIS)’ \ubb38\uc81c\ub97c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ud2b9\uc815 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c, \uc99d\uac00\ud558\ub294 \uc21c\uc11c\ub97c \uc720\uc9c0\ud55c \ucc44\ub85c \uac00\ub2a5\ud55c \uac00\uc7a5 \uae34 \ubd80\ubd84 \uc218\uc5f4\uc744 \ucc3e\uc544\ub0b4\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. 1. \ubb38\uc81c \uc815\uc758 \uc8fc\uc5b4\uc9c4 \uc815\uc218 \ubc30\uc5f4\uc5d0\uc11c \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4\uc744 … \ub354 \ubcf4\uae30 “\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \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-28106","post","type-post","status-publish","format-standard","hentry","category-27"],"yoast_head":"\n\uc2a4\uc704\ud504\ud2b8 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uac00\uc7a5 \uae38\uac8c \uc99d\uac00\ud558\ub294 \ubd80\ubd84 \uc218\uc5f4 \ucc3e\uae30 - 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