{"id":26918,"date":"2024-10-27T11:53:37","date_gmt":"2024-10-27T11:53:37","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=26918"},"modified":"2024-11-26T07:26:18","modified_gmt":"2024-11-26T07:26:18","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%9f%ea%b0%92-%ec%b0%be%ea%b8%b0-2","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/26918\/","title":{"rendered":"\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc19f\uac12 \ucc3e\uae30 2"},"content":{"rendered":"

<\/p>\n

\n
\n

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

\n \uc8fc\uc5b4\uc9c4 \uc815\uc218 \ubc30\uc5f4\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubc30\uc5f4\uc5d0\uc11c \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc758 \ucd5c\uc19f\uac12\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. <\/p>\n

\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \ubc94\uc704\ub294 \ub3d9\uc801\uc73c\ub85c \uc8fc\uc5b4\uc9c0\uba70 \uc5ec\ub7ec \ucffc\ub9ac\uc5d0 \ub300\ud574 \uc694\uad6c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n

\uc989, \ubc30\uc5f4\uc758 \ud2b9\uc815 \uc778\ub371\uc2a4 i\uc640 j\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c, <\/p>\n

i\uc5d0\uc11c j \uc0ac\uc774\uc758 \ucd5c\uc19f\uac12\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. <\/p>\n

\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ud6a8\uc728\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc744 \uc124\uacc4\ud558\uace0 \uad6c\ud604\ud558\ub294 \uac83\uc774 \uc774\ubc88 \uac15\uc88c\uc758 \ubaa9\ud45c\uc785\ub2c8\ub2e4.\n <\/p>\n

\ubb38\uc81c \ud615\uc2dd<\/h3>\n

\n \uc785\ub825: \uc815\uc218 \ubc30\uc5f4 nums\uc640 \ucffc\ub9ac \ub9ac\uc2a4\ud2b8 queries\uac00 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4.
\n – nums: n\uac1c\uc758 \uc815\uc218\ub85c \uc774\ub8e8\uc5b4\uc9c4 \ubc30\uc5f4 (0 \u2264 n \u2264 10^5, -10^9 \u2264 nums[i] \u2264 10^9)
\n – queries: \uc5ec\ub7ec (i, j) \uc30d\uc774 \ud3ec\ud568\ub41c \ub9ac\uc2a4\ud2b8 (0 \u2264 queries.length \u2264 10^5, 0 \u2264 i \u2264 j < n)
\n \ucd9c\ub825: \uac01 \ucffc\ub9ac\uc5d0 \ub300\ud55c \ucd5c\uc19f\uac12\uc744 \ub9ac\uc2a4\ud2b8\ub85c \ubc18\ud658\ud569\ub2c8\ub2e4.\n <\/p>\n<\/section>\n

\n

\ubb38\uc81c \uc608\uc2dc<\/h2>\n

\uc608\uc2dc 1<\/h3>\n

\uc785\ub825:<\/strong><\/p>\n

\n            nums = [2, 0, 3, 5, 1]\n            queries = [[0, 2], [1, 4], [0, 4]]\n            <\/pre>\n
\ucd9c\ub825:<\/strong><\/p>\n
\n            [0, 1, 0]\n            <\/pre>\n
\uc608\uc2dc 2<\/h3>\n
\uc785\ub825:<\/strong><\/p>\n
\n            nums = [1, 2, 3, 4, 5]\n            queries = [[0, 0], [0, 4], [2, 3]]\n            <\/pre>\n
\ucd9c\ub825:<\/strong><\/p>\n
\n            [1, 1, 3]\n            <\/pre>\n<\/section>\n
\n
\ud574\uacb0 \uc804\ub7b5<\/h2>\n
\n                \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc811\uadfc \ubc29\uc2dd\uc774 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n
                \uac00\uc7a5 \ub2e8\uc21c\ud55c \ubc29\ubc95\uc740 \uac01 \ucffc\ub9ac\uc5d0 \ub300\ud574 \uc120\ud615 \ud0d0\uc0c9\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. <\/p>\n
                \uadf8\ub7ec\ub098 \uc774 \ubc29\ubc95\uc740 \ucd5c\uc545\uc758 \uacbd\uc6b0 O(m * n)\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uac00\uc9c0\ubbc0\ub85c, <\/p>\n
                \ub354 \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. <\/p>\n
                \uc6b0\ub9ac\ub294 \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac(Segment Tree) \ub610\ub294 \ud76c\uc18c \ud14c\uc774\ube14(Sparse Table)\uacfc \uac19\uc740 \uc790\ub8cc\uad6c\uc870\ub97c \ud65c\uc6a9\ud558\uc5ec <\/p>\n
                \uac01 \ucffc\ub9ac\uc5d0 \ub300\ud574 O(log n) \ub610\ub294 O(1)\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub85c \ucd5c\uc19f\uac12\uc744 \ucc3e\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.\n            <\/p>\n<\/section>\n
\n
\uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac \uc0ac\uc6a9\ud558\uae30<\/h2>\n
\n                \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac\ub294 \uc8fc\uc5b4\uc9c4 \ubc30\uc5f4\uc5d0\uc11c \ud2b9\uc815 \uad6c\uac04\uc5d0 \ub300\ud55c \ucffc\ub9ac\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uc790\ub8cc\uad6c\uc870\uc785\ub2c8\ub2e4. <\/p>\n
                \uc774\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 O(n)\uc73c\ub85c \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac\ub97c \uad6c\ucd95\ud558\uace0, \uac01 \ucffc\ub9ac\ub97c O(log n)\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n
                \ub2e4\uc74c\uc740 \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac\ub97c \uad6c\ucd95\ud558\uace0 \ucffc\ub9ac\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.\n            <\/p>\n
\uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac \uad6c\ud604<\/h3>\n
\n            \/\/ \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac \ud074\ub798\uc2a4\n            class SegmentTree {\n                private int[] tree;\n                private int n;\n\n                public SegmentTree(int[] nums) {\n                    n = nums.length;\n                    tree = new int[4 * n]; \/\/ \ucda9\ubd84\ud55c \ud06c\uae30\uc758 \ud2b8\ub9ac \ubc30\uc5f4\n                    build(nums, 0, 0, n - 1);\n                }\n\n                private void build(int[] nums, int node, int start, int end) {\n                    if (start == end) {\n                        tree[node] = nums[start]; \/\/ \ub9ac\ud504 \ub178\ub4dc\uc5d0 \uac12 \uc800\uc7a5\n                    } else {\n                        int mid = (start + end) \/ 2;\n                        build(nums, 2 * node + 1, start, mid);\n                        build(nums, 2 * node + 2, mid + 1, end);\n                        tree[node] = Math.min(tree[2 * node + 1], tree[2 * node + 2]); \n                    }\n                }\n\n                public int query(int L, int R) {\n                    return query(0, 0, n - 1, L, R);\n                }\n\n                private int query(int node, int start, int end, int L, int R) {\n                    if (R < start || end < L) { \n                        return Integer.MAX_VALUE; \/\/ \ud574\ub2f9 \uad6c\uac04\uc5d0 \ud3ec\ud568\ub418\uc9c0 \uc54a\uc73c\uba74 \ubb34\ud55c\ub300 \ubc18\ud658\n                    }\n                    if (L <= start && end <= R) { \n                        return tree[node]; \/\/ \uad6c\uac04 \ud3ec\ud568 \uc2dc \ub178\ub4dc \uac12 \ubc18\ud658\n                    }\n                    int mid = (start + end) \/ 2;\n                    int leftMin = query(2 * node + 1, start, mid, L, R);\n                    int rightMin = query(2 * node + 2, mid + 1, end, L, R);\n                    return Math.min(leftMin, rightMin); \/\/ \ub450 \uc790\uc2dd\uc758 \ucd5c\uc18c\uac12 \ubc18\ud658\n                }\n            }\n            <\/pre>\n<\/section>\n
\n
\ucd5c\uc885 \uad6c\ud604 \ubc0f \uc2e4\ud5d8<\/h2>\n
\n                \uc774\uc81c \uac01 \ucffc\ub9ac\ub4e4\uc744 \ucc98\ub9ac\ud558\uace0 \uacb0\uacfc\ub97c \ubc18\ud658\ud558\ub294 \uba54\uc778 \ud568\uc218\ub97c \uad6c\ud604\ud558\uaca0\uc2b5\ub2c8\ub2e4. <\/p>\n
                \uc0ac\uc6a9\uc790\uac00 \ucffc\ub9ac\ub97c \uc694\uccad\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec, \uc774\ub97c \ud1b5\ud574 \ud6a8\uc728\uc801\uc73c\ub85c \ucd5c\uc19f\uac12\uc744 \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n
                \ucd5c\uc885 \uad6c\ud604\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.\n            <\/p>\n
\n            public class MinValueFinder {\n                public int[] minInRange(int[] nums, int[][] queries) {\n                    SegmentTree segmentTree = new SegmentTree(nums); \n                    int[] results = new int[queries.length];\n\n                    for (int i = 0; i < queries.length; i++) {\n                        results[i] = segmentTree.query(queries[i][0], queries[i][1]); \n                    }\n                    return results; \n                }\n            }\n            <\/pre>\n<\/section>\n
\n
\uc2dc\uac04 \ubcf5\uc7a1\ub3c4 \ubd84\uc11d<\/h2>\n
\n                – \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac \uad6c\ucd95: O(n)
\n                – \uac01 \ucffc\ub9ac \ucc98\ub9ac: O(log n)
\n                \uc804\uccb4 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub294 O(n + m * log n)\uc785\ub2c8\ub2e4. 
\n                \uc774\ub294 \ub9e4\uc6b0 \ud6a8\uc728\uc801\uc774\uba70, \uc81c\ud55c\ub41c \uc785\ub825 \uc870\uac74\uc5d0\uc11c\ub3c4 \ucda9\ubd84\ud788 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n            <\/p>\n<\/section>\n
\n
\uacb0\ub860<\/h2>\n
\n                \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \uc8fc\uc5b4\uc9c4 \ubc30\uc5f4\uc5d0\uc11c \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc758 \ucd5c\uc19f\uac12\uc744 \ucc3e\ub294 \ubb38\uc81c\ub97c \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. <\/p>\n
                \uc138\uadf8\uba3c\ud2b8 \ud2b8\ub9ac\ub294 \uc5ec\ub7ec \ucffc\ub9ac\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc5b4, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc5d0\uc11c \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \uc790\ub8cc\uad6c\uc870\uc785\ub2c8\ub2e4. <\/p>\n
                \uc774\ub97c \ud1b5\ud574 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.\n            <\/p>\n<\/section>\n<\/article>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\ubb38\uc81c \uc124\uba85 \uc8fc\uc5b4\uc9c4 \uc815\uc218 \ubc30\uc5f4\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubc30\uc5f4\uc5d0\uc11c \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc758 \ucd5c\uc19f\uac12\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \ubc94\uc704\ub294 \ub3d9\uc801\uc73c\ub85c \uc8fc\uc5b4\uc9c0\uba70 \uc5ec\ub7ec \ucffc\ub9ac\uc5d0 \ub300\ud574 \uc694\uad6c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ubc30\uc5f4\uc758 \ud2b9\uc815 \uc778\ub371\uc2a4 i\uc640 j\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c, i\uc5d0\uc11c j \uc0ac\uc774\uc758 \ucd5c\uc19f\uac12\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ud6a8\uc728\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uc744 \uc124\uacc4\ud558\uace0 \uad6c\ud604\ud558\ub294 \uac83\uc774 \uc774\ubc88 \uac15\uc88c\uc758 \ubaa9\ud45c\uc785\ub2c8\ub2e4. \ubb38\uc81c \ud615\uc2dd \uc785\ub825: … \ub354 \ubcf4\uae30 “\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc19f\uac12 \ucc3e\uae30 2”<\/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-26918","post","type-post","status-publish","format-standard","hentry","category-22"],"yoast_head":"\n\uc790\ubc14 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ucd5c\uc19f\uac12 \ucc3e\uae30 2 - 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