Greedy Algorithm to Find the Lexicographically Smallest Sequence
- 时间:2020-10-07 14:38:56
- 分类:网络文摘
- 阅读:92 次
Given a sequence of n integers arr, determine the lexicographically smallest sequence which may be obtained from it after performing at most k element swaps, each involving a pair of consecutive elements in the sequence.
Note: A list x is lexicographically smaller than a different equal-length list y if and only if, for the earliest index at which the two lists differ, x’s element at that index is smaller than y’s element at that index.
1 int[] findMinArray(int[] arr, int k)int[] findMinArray(int[] arr, int k)Input
n is in the range [1, 1000].
Each element of arr is in the range [1, 1,000,000].
k is in the range [1, 1000].Output
Return an array of n integers output, the lexicographically smallest sequence achievable after at most k swaps.Example 1
n = 3
k = 2
arr = [5, 3, 1]
output = [1, 5, 3]We can swap the 2nd and 3rd elements, followed by the 1st and 2nd elements, to end up with the sequence [1, 5, 3]. This is the lexicographically smallest sequence achievable after at most 2 swaps.
Example 2
n = 5
k = 3
arr = [8, 9, 11, 2, 1]
output = [2, 8, 9, 11, 1]
We can swap [11, 2], followed by [9, 2], then [8, 2].
Greedy Algorithm to Find Smallest Array after K Element Swapping
We can use greedy algorithm to solve this problem. Every iteration, we find the smallest element and try to move it to the front. Then if we stil can do element swapping after this, we can continue solving a smaller array.
Please note, when we get the smallest element in the unsorted array, we have to consider the K value as well, – as our target is to replace the current element in the front and there is no point to find a smallest element that is more than K steps away.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | vector<int> findMinArray(const vector<int> &arr, int k) { vector<int> res(arr); for (int i = 0; (i < res.size()) && (k > 0); ++ i) { int curIdx = i; int kk = k; // find current smallest element after at most k swaps for (int j = i + 1; (j < res.size()) && (kk > 0); ++ j, --kk) { if (res[j] <= res[curIdx]) { curIdx = j; } } // then swap it to the front if possible for (int j = curIdx; (j > i) && (k > 0); --j, --k) { swap(res[j], res[j - 1]); } } return res; } |
vector<int> findMinArray(const vector<int> &arr, int k) { vector<int> res(arr); for (int i = 0; (i < res.size()) && (k > 0); ++ i) { int curIdx = i; int kk = k; // find current smallest element after at most k swaps for (int j = i + 1; (j < res.size()) && (kk > 0); ++ j, --kk) { if (res[j] <= res[curIdx]) { curIdx = j; } } // then swap it to the front if possible for (int j = curIdx; (j > i) && (k > 0); --j, --k) { swap(res[j], res[j - 1]); } } return res; }
The time complexity is O(N^2).
–EOF (The Ultimate Computing & Technology Blog) —
推荐阅读:简单的文明作文900字 咿咿呀呀发表了日志当下雪遇到阳光 一场春雨作文 历史上的遗憾——读《圆明园的毁灭》有感 诗词名句鉴赏:一日不见,如三秋兮! 宫之奇谏假道原文及翻译 季梁谏追楚师原文及翻译 臧哀伯谏纳郜鼎原文及翻译 郑庄公戒饬守臣原文及翻译 臧僖伯谏观鱼原文及翻译
- 评论列表
-
- 添加评论