|
20 | 20 |
|
21 | 21 | <p><strong>注意:</strong>你可以假定边列表 <code>edges</code> 中不会出现重复的边。由于所有的边是无向边,边 <code>[0,1]</code> 和边 <code>[1,0]</code> 是相同的,因此不会同时出现在边列表 <code>edges</code> 中。</p>
|
22 | 22 |
|
23 |
| - |
24 | 23 | ## 解法
|
25 | 24 |
|
26 | 25 | <!-- 这里可写通用的实现逻辑 -->
|
27 | 26 |
|
| 27 | +并查集模板题。 |
| 28 | + |
| 29 | +模板 1——朴素并查集: |
| 30 | + |
| 31 | +```python |
| 32 | +# 初始化,p存储每个点的祖宗节点 |
| 33 | +p = [i for i in range(n)] |
| 34 | +# 返回x的祖宗节点 |
| 35 | +def find(x): |
| 36 | + if p[x] != x: |
| 37 | + # 路径压缩 |
| 38 | + p[x] = find(p[x]) |
| 39 | + return p[x] |
| 40 | +# 合并a和b所在的两个集合 |
| 41 | +p[find(a)] = find(b) |
| 42 | +``` |
| 43 | + |
| 44 | +模板 2——维护 size 的并查集: |
| 45 | + |
| 46 | +```python |
| 47 | +# 初始化,p存储每个点的祖宗节点,size只有当节点是祖宗节点时才有意义,表示祖宗节点所在集合中,点的数量 |
| 48 | +p = [i for i in range(n)] |
| 49 | +size = [1] * n |
| 50 | +# 返回x的祖宗节点 |
| 51 | +def find(x): |
| 52 | + if p[x] != x: |
| 53 | + # 路径压缩 |
| 54 | + p[x] = find(p[x]) |
| 55 | + return p[x] |
| 56 | +# 合并a和b所在的两个集合 |
| 57 | +size[find(b)] += size[find(a)] |
| 58 | +p[find(a)] = find(b) |
| 59 | +``` |
| 60 | + |
| 61 | +模板 3——维护到祖宗节点距离的并查集: |
| 62 | + |
| 63 | +```python |
| 64 | +# 初始化,p存储每个点的祖宗节点,d[x]存储x到p[x]的距离 |
| 65 | +p = [i for i in range(n)] |
| 66 | +d = [0] * n |
| 67 | +# 返回x的祖宗节点 |
| 68 | +def find(x): |
| 69 | + if p[x] != x: |
| 70 | + t = find(p[x]) |
| 71 | + d[x] += d[p[x]] |
| 72 | + p[x] = t |
| 73 | + return p[x] |
| 74 | +# 合并a和b所在的两个集合 |
| 75 | +p[find(a)] = find(b) |
| 76 | +d[find(a)] = dinstance |
| 77 | +``` |
| 78 | + |
| 79 | + |
28 | 80 | <!-- tabs:start -->
|
29 | 81 |
|
30 | 82 | ### **Python3**
|
31 | 83 |
|
32 | 84 | <!-- 这里可写当前语言的特殊实现逻辑 -->
|
33 | 85 |
|
34 | 86 | ```python
|
35 |
| - |
| 87 | +class Solution: |
| 88 | + def validTree(self, n: int, edges: List[List[int]]) -> bool: |
| 89 | + p = list(range(n)) |
| 90 | + |
| 91 | + def find(x): |
| 92 | + if p[x] != x: |
| 93 | + p[x] = find(p[x]) |
| 94 | + return p[x] |
| 95 | + |
| 96 | + for a, b in edges: |
| 97 | + if find(a) == find(b): |
| 98 | + return False |
| 99 | + p[find(a)] = find(b) |
| 100 | + n -= 1 |
| 101 | + return n == 1 |
36 | 102 | ```
|
37 | 103 |
|
38 | 104 | ### **Java**
|
39 | 105 |
|
40 | 106 | <!-- 这里可写当前语言的特殊实现逻辑 -->
|
41 | 107 |
|
42 | 108 | ```java
|
| 109 | +class Solution { |
| 110 | + private int[] p; |
| 111 | + |
| 112 | + public boolean validTree(int n, int[][] edges) { |
| 113 | + p = new int[n]; |
| 114 | + for (int i = 0; i < n; ++i) { |
| 115 | + p[i] = i; |
| 116 | + } |
| 117 | + for (int[] e : edges) { |
| 118 | + if (find(e[0]) == find(e[1])) { |
| 119 | + return false; |
| 120 | + } |
| 121 | + p[find(e[0])] = find(e[1]); |
| 122 | + --n; |
| 123 | + } |
| 124 | + return n == 1; |
| 125 | + } |
| 126 | + |
| 127 | + private int find(int x) { |
| 128 | + if (p[x] != x) { |
| 129 | + p[x] = find(p[x]); |
| 130 | + } |
| 131 | + return p[x]; |
| 132 | + } |
| 133 | +} |
| 134 | +``` |
| 135 | + |
| 136 | +### **C++** |
| 137 | + |
| 138 | +```cpp |
| 139 | +class Solution { |
| 140 | +public: |
| 141 | + vector<int> p; |
| 142 | + |
| 143 | + bool validTree(int n, vector<vector<int>> &edges) { |
| 144 | + for (int i = 0; i < n; ++i) |
| 145 | + { |
| 146 | + p.push_back(i); |
| 147 | + } |
| 148 | + for (auto e : edges) |
| 149 | + { |
| 150 | + if (find(e[0]) == find(e[1])) |
| 151 | + return false; |
| 152 | + p[find(e[0])] = find(e[1]); |
| 153 | + --n; |
| 154 | + } |
| 155 | + return n == 1; |
| 156 | + } |
| 157 | + |
| 158 | + int find(int x) { |
| 159 | + if (p[x] != x) |
| 160 | + { |
| 161 | + p[x] = find(p[x]); |
| 162 | + } |
| 163 | + return p[x]; |
| 164 | + } |
| 165 | +}; |
| 166 | +``` |
43 | 167 |
|
| 168 | +### **Go** |
| 169 | + |
| 170 | +```go |
| 171 | +var p []int |
| 172 | + |
| 173 | +func validTree(n int, edges [][]int) bool { |
| 174 | + p = make([]int, n) |
| 175 | + for i := 0; i < n; i++ { |
| 176 | + p[i] = i |
| 177 | + } |
| 178 | + for _, e := range edges { |
| 179 | + if find(e[0]) == find(e[1]) { |
| 180 | + return false |
| 181 | + } |
| 182 | + p[find(e[0])] = find(e[1]) |
| 183 | + n-- |
| 184 | + } |
| 185 | + return n == 1 |
| 186 | +} |
| 187 | + |
| 188 | +func find(x int) int { |
| 189 | + if p[x] != x { |
| 190 | + p[x] = find(p[x]) |
| 191 | + } |
| 192 | + return p[x] |
| 193 | +} |
44 | 194 | ```
|
45 | 195 |
|
46 | 196 | ### **...**
|
|
0 commit comments