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46 | 46 |
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47 | 47 | <!-- 这里可写通用的实现逻辑 -->
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48 | 48 |
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| 49 | +**方法一:排序 + 中位数** |
| 50 | + |
| 51 | +对于每一行,我们可以将所有的 $1$ 的下标排序,然后取中位数 $i$ 作为碰头地点的横坐标。 |
| 52 | + |
| 53 | +对于每一列,我们可以将所有的 $1$ 的下标排序,然后取中位数 $i$ 作为碰头地点的纵坐标。 |
| 54 | + |
| 55 | +最后,我们计算所有 $1$ 到碰头地点 $(i, j)$ 的曼哈顿距离之和即可。 |
| 56 | + |
| 57 | +时间复杂度 $O(m\times n\times \log(m\times n))$。最多有 $m\times n$ 个 $1$,排序的时间复杂度为 $\log(m\times n)$。 |
| 58 | + |
| 59 | +相似题目: |
| 60 | + |
| 61 | +- [462. 最少移动次数使数组元素相等 II](/solution/0400-0499/0462.Minimum%20Moves%20to%20Equal%20Array%20Elements%20II/README.md) |
| 62 | +- [2448. 使数组相等的最小开销](/solution/2400-2499/2448.Minimum%20Cost%20to%20Make%20Array%20Equal/README.md) |
| 63 | + |
49 | 64 | <!-- tabs:start -->
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50 | 65 |
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51 | 66 | ### **Python3**
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52 | 67 |
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53 | 68 | <!-- 这里可写当前语言的特殊实现逻辑 -->
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54 | 69 |
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55 | 70 | ```python
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56 |
| - |
| 71 | +class Solution: |
| 72 | + def minTotalDistance(self, grid: List[List[int]]) -> int: |
| 73 | + def f(arr, x): |
| 74 | + return sum(abs(v - x) for v in arr) |
| 75 | + |
| 76 | + rows, cols = [], [] |
| 77 | + for i, row in enumerate(grid): |
| 78 | + for j, v in enumerate(row): |
| 79 | + if v: |
| 80 | + rows.append(i) |
| 81 | + cols.append(j) |
| 82 | + cols.sort() |
| 83 | + i = rows[len(rows) >> 1] |
| 84 | + j = cols[len(cols) >> 1] |
| 85 | + return f(rows, i) + f(cols, j) |
57 | 86 | ```
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58 | 87 |
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59 | 88 | ### **Java**
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60 | 89 |
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61 | 90 | <!-- 这里可写当前语言的特殊实现逻辑 -->
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62 | 91 |
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63 | 92 | ```java
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| 93 | +class Solution { |
| 94 | + public int minTotalDistance(int[][] grid) { |
| 95 | + int m = grid.length, n = grid[0].length; |
| 96 | + List<Integer> rows = new ArrayList<>(); |
| 97 | + List<Integer> cols = new ArrayList<>(); |
| 98 | + for (int i = 0; i < m; ++i) { |
| 99 | + for (int j = 0; j < n; ++j) { |
| 100 | + if (grid[i][j] == 1) { |
| 101 | + rows.add(i); |
| 102 | + cols.add(j); |
| 103 | + } |
| 104 | + } |
| 105 | + } |
| 106 | + Collections.sort(cols); |
| 107 | + int i = rows.get(rows.size() >> 1); |
| 108 | + int j = cols.get(cols.size() >> 1); |
| 109 | + return f(rows, i) + f(cols, j); |
| 110 | + } |
| 111 | + |
| 112 | + private int f(List<Integer> arr, int x) { |
| 113 | + int s = 0; |
| 114 | + for (int v : arr) { |
| 115 | + s += Math.abs(v - x); |
| 116 | + } |
| 117 | + return s; |
| 118 | + } |
| 119 | +} |
| 120 | +``` |
| 121 | + |
| 122 | +### **C++** |
| 123 | + |
| 124 | +```cpp |
| 125 | +class Solution { |
| 126 | +public: |
| 127 | + int minTotalDistance(vector<vector<int>>& grid) { |
| 128 | + int m = grid.size(), n = grid[0].size(); |
| 129 | + vector<int> rows; |
| 130 | + vector<int> cols; |
| 131 | + for (int i = 0; i < m; ++i) { |
| 132 | + for (int j = 0; j < n; ++j) { |
| 133 | + if (grid[i][j]) { |
| 134 | + rows.emplace_back(i); |
| 135 | + cols.emplace_back(j); |
| 136 | + } |
| 137 | + } |
| 138 | + } |
| 139 | + sort(cols.begin(), cols.end()); |
| 140 | + int i = rows[rows.size() / 2]; |
| 141 | + int j = cols[cols.size() / 2]; |
| 142 | + auto f = [](vector<int>& arr, int x) { |
| 143 | + int s = 0; |
| 144 | + for (int v : arr) { |
| 145 | + s += abs(v - x); |
| 146 | + } |
| 147 | + return s; |
| 148 | + }; |
| 149 | + return f(rows, i) + f(cols, j); |
| 150 | + } |
| 151 | +}; |
| 152 | +``` |
64 | 153 |
|
| 154 | +### **Go** |
| 155 | +
|
| 156 | +```go |
| 157 | +func minTotalDistance(grid [][]int) int { |
| 158 | + rows, cols := []int{}, []int{} |
| 159 | + for i, row := range grid { |
| 160 | + for j, v := range row { |
| 161 | + if v == 1 { |
| 162 | + rows = append(rows, i) |
| 163 | + cols = append(cols, j) |
| 164 | + } |
| 165 | + } |
| 166 | + } |
| 167 | + sort.Ints(cols) |
| 168 | + i := rows[len(rows)>>1] |
| 169 | + j := cols[len(cols)>>1] |
| 170 | + f := func(arr []int, x int) int { |
| 171 | + s := 0 |
| 172 | + for _, v := range arr { |
| 173 | + s += abs(v - x) |
| 174 | + } |
| 175 | + return s |
| 176 | + } |
| 177 | + return f(rows, i) + f(cols, j) |
| 178 | +} |
| 179 | +
|
| 180 | +func abs(x int) int { |
| 181 | + if x < 0 { |
| 182 | + return -x |
| 183 | + } |
| 184 | + return x |
| 185 | +} |
65 | 186 | ```
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66 | 187 |
|
67 | 188 | ### **...**
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