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| 1 | +# [面试题51. 数组中的逆序对](https://leetcode-cn.com/problems/shu-zu-zhong-de-ni-xu-dui-lcof/) |
| 2 | + |
| 3 | +## 题目描述 |
| 4 | +<!-- 这里写题目描述 --> |
| 5 | +在数组中的两个数字,如果前面一个数字大于后面的数字,则这两个数字组成一个逆序对。输入一个数组,求出这个数组中的逆序对的总数。 |
| 6 | + |
| 7 | +**示例 1:** |
| 8 | + |
| 9 | +``` |
| 10 | +输入: [7,5,6,4] |
| 11 | +输出: 5 |
| 12 | +``` |
| 13 | + |
| 14 | +**限制:** |
| 15 | + |
| 16 | +- `0 <= 数组长度 <= 50000` |
| 17 | + |
| 18 | +## 解法 |
| 19 | +<!-- 这里可写通用的实现逻辑 --> |
| 20 | +在归并中统计逆序对。 |
| 21 | + |
| 22 | +### Python3 |
| 23 | +<!-- 这里可写当前语言的特殊实现逻辑 --> |
| 24 | + |
| 25 | +```python |
| 26 | +class Solution: |
| 27 | + def reversePairs(self, nums: List[int]) -> int: |
| 28 | + self.res = 0 |
| 29 | + |
| 30 | + def merge(part1, part2, nums): |
| 31 | + len1, len2 = len(part1) - 1, len(part2) - 1 |
| 32 | + t = len(nums) - 1 |
| 33 | + while len1 >= 0 and len2 >= 0: |
| 34 | + if part1[len1] > part2[len2]: |
| 35 | + self.res += (len2 + 1) |
| 36 | + nums[t] = part1[len1] |
| 37 | + len1 -= 1 |
| 38 | + else: |
| 39 | + nums[t] = part2[len2] |
| 40 | + len2 -= 1 |
| 41 | + t -= 1 |
| 42 | + while len1 >= 0: |
| 43 | + nums[t] = part1[len1] |
| 44 | + t -= 1 |
| 45 | + len1 -= 1 |
| 46 | + while len2 >= 0: |
| 47 | + nums[t] = part2[len2] |
| 48 | + t -= 1 |
| 49 | + len2 -= 1 |
| 50 | + |
| 51 | + def merge_sort(nums): |
| 52 | + if len(nums) < 2: |
| 53 | + return |
| 54 | + mid = len(nums) // 2 |
| 55 | + s1, s2 = nums[:mid], nums[mid:] |
| 56 | + merge_sort(s1) |
| 57 | + merge_sort(s2) |
| 58 | + merge(s1, s2, nums) |
| 59 | + |
| 60 | + merge_sort(nums) |
| 61 | + return self.res |
| 62 | + |
| 63 | +``` |
| 64 | + |
| 65 | +### Java |
| 66 | +<!-- 这里可写当前语言的特殊实现逻辑 --> |
| 67 | + |
| 68 | +```java |
| 69 | +class Solution { |
| 70 | + private int res = 0; |
| 71 | + public int reversePairs(int[] nums) { |
| 72 | + int n = nums.length; |
| 73 | + if (n < 2) { |
| 74 | + return 0; |
| 75 | + } |
| 76 | + mergeSort(nums, 0, n - 1); |
| 77 | + return res; |
| 78 | + } |
| 79 | + |
| 80 | + private void mergeSort(int[] nums, int s, int e) { |
| 81 | + if (s == e) { |
| 82 | + return; |
| 83 | + } |
| 84 | + int mid = s + ((e - s) >> 1); |
| 85 | + mergeSort(nums, s, mid); |
| 86 | + mergeSort(nums, mid + 1, e); |
| 87 | + merge(nums, s, mid, e); |
| 88 | + } |
| 89 | + |
| 90 | + private void merge(int[] nums, int s, int mid, int e) { |
| 91 | + int n = e - s + 1; |
| 92 | + int[] help = new int[n]; |
| 93 | + int i = s, j = mid + 1, idx = 0; |
| 94 | + while (i <= mid && j <= e) { |
| 95 | + if (nums[i] > nums[j]) { |
| 96 | + res += (mid - i + 1); |
| 97 | + help[idx++] = nums[j++]; |
| 98 | + } else { |
| 99 | + help[idx++] = nums[i++]; |
| 100 | + } |
| 101 | + } |
| 102 | + while (i <= mid) { |
| 103 | + help[idx++] = nums[i++]; |
| 104 | + } |
| 105 | + while (j <= e) { |
| 106 | + help[idx++] = nums[j++]; |
| 107 | + } |
| 108 | + for (int t = 0; t < n; ++t) { |
| 109 | + nums[s + t] = help[t]; |
| 110 | + } |
| 111 | + } |
| 112 | +} |
| 113 | +``` |
| 114 | + |
| 115 | +### ... |
| 116 | +``` |
| 117 | +
|
| 118 | +``` |
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