|
51 | 51 | <li><code>grid[i][j]</code> 是 <code>[0, ..., N*N - 1]</code> 的排列。</li>
|
52 | 52 | </ol>
|
53 | 53 |
|
54 |
| - |
55 | 54 | ## 解法
|
56 | 55 |
|
57 | 56 | <!-- 这里可写通用的实现逻辑 -->
|
58 | 57 |
|
| 58 | +并查集。 |
| 59 | + |
| 60 | +模板 1——朴素并查集: |
| 61 | + |
| 62 | +```python |
| 63 | +# 初始化,p存储每个点的父节点 |
| 64 | +p = list(range(n)) |
| 65 | + |
| 66 | +# 返回x的祖宗节点 |
| 67 | +def find(x): |
| 68 | + if p[x] != x: |
| 69 | + # 路径压缩 |
| 70 | + p[x] = find(p[x]) |
| 71 | + return p[x] |
| 72 | + |
| 73 | +# 合并a和b所在的两个集合 |
| 74 | +p[find(a)] = find(b) |
| 75 | +``` |
| 76 | + |
| 77 | +模板 2——维护 size 的并查集: |
| 78 | + |
| 79 | +```python |
| 80 | +# 初始化,p存储每个点的父节点,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 |
| 81 | +p = list(range(n)) |
| 82 | +size = [1] * n |
| 83 | + |
| 84 | +# 返回x的祖宗节点 |
| 85 | +def find(x): |
| 86 | + if p[x] != x: |
| 87 | + # 路径压缩 |
| 88 | + p[x] = find(p[x]) |
| 89 | + return p[x] |
| 90 | + |
| 91 | +# 合并a和b所在的两个集合 |
| 92 | +if find(a) != find(b): |
| 93 | + size[find(b)] += size[find(a)] |
| 94 | + p[find(a)] = find(b) |
| 95 | +``` |
| 96 | + |
| 97 | +模板 3——维护到祖宗节点距离的并查集: |
| 98 | + |
| 99 | +```python |
| 100 | +# 初始化,p存储每个点的父节点,d[x]存储x到p[x]的距离 |
| 101 | +p = list(range(n)) |
| 102 | +d = [0] * n |
| 103 | + |
| 104 | +# 返回x的祖宗节点 |
| 105 | +def find(x): |
| 106 | + if p[x] != x: |
| 107 | + t = find(p[x]) |
| 108 | + d[x] += d[p[x]] |
| 109 | + p[x] = t |
| 110 | + return p[x] |
| 111 | + |
| 112 | +# 合并a和b所在的两个集合 |
| 113 | +p[find(a)] = find(b) |
| 114 | +d[find(a)] = distance |
| 115 | +``` |
| 116 | + |
59 | 117 | <!-- tabs:start -->
|
60 | 118 |
|
61 | 119 | ### **Python3**
|
62 | 120 |
|
63 | 121 | <!-- 这里可写当前语言的特殊实现逻辑 -->
|
64 | 122 |
|
65 | 123 | ```python
|
66 |
| - |
| 124 | +class Solution: |
| 125 | + def swimInWater(self, grid: List[List[int]]) -> int: |
| 126 | + n = len(grid) |
| 127 | + p = list(range(n * n)) |
| 128 | + |
| 129 | + def find(x): |
| 130 | + if p[x] != x: |
| 131 | + p[x] = find(p[x]) |
| 132 | + return p[x] |
| 133 | + |
| 134 | + def index(i, j): |
| 135 | + return i * n + j |
| 136 | + |
| 137 | + def check(i, j): |
| 138 | + return 0 <= i < n and 0 <= j < n |
| 139 | + |
| 140 | + hi = [0] * (n * n) |
| 141 | + for i in range(n): |
| 142 | + for j in range(n): |
| 143 | + hi[grid[i][j]] = index(i, j) |
| 144 | + for h in range(n * n): |
| 145 | + x, y = hi[h] // n, hi[h] % n |
| 146 | + for a, b in [(0, -1), (0, 1), (1, 0), (-1, 0)]: |
| 147 | + x1, y1 = x + a, y + b |
| 148 | + if check(x1, y1) and grid[x1][y1] <= h: |
| 149 | + p[find(index(x1, y1))] = find(hi[h]) |
| 150 | + if find(0) == find(n * n - 1): |
| 151 | + return h |
| 152 | + return -1 |
67 | 153 | ```
|
68 | 154 |
|
69 | 155 | ### **Java**
|
|
72 | 158 |
|
73 | 159 | ```java
|
74 | 160 | class Solution {
|
75 |
| - // x、y方向向量 |
76 |
| - public static final int[] dx = {0, 0, 1, -1}; |
77 |
| - public static final int[] dy = {1, -1, 0, 0}; |
78 |
| - /** |
79 |
| - * https://blog.csdn.net/fuxuemingzhu/article/details/82926674 |
80 |
| - * <p> |
81 |
| - * 参考这篇文章的第二种解题方法做的 |
82 |
| - * <p> |
83 |
| - * 通过优先级队列找寻局部最优解 最终的得到的结果就是全局最优解 |
84 |
| - * |
85 |
| - * @param grid |
86 |
| - * @return |
87 |
| - */ |
88 |
| - // 以grid左上角为原点,横向为X轴,纵向为Y轴 |
| 161 | + private int[] p; |
| 162 | + private int n; |
| 163 | + private int[][] dirs = new int[][]{{0, -1}, {0, 1}, {1, 0}, {-1, 0}}; |
| 164 | + |
89 | 165 | public int swimInWater(int[][] grid) {
|
90 |
| - // 定义一个优先级队列 按照h从小到大排列 |
91 |
| - Queue<Pair<Integer, Pair<Integer, Integer>>> queue = new PriorityQueue<>(Comparator.comparing(Pair::getKey)); |
92 |
| - queue.add(new Pair<>(grid[0][0], new Pair<>(0, 0))); |
93 |
| - // 已经遍历过的点 |
94 |
| - Set<Pair<Integer, Integer>> visitSet = new HashSet<>(); |
95 |
| - visitSet.add(new Pair<>(0, 0)); |
96 |
| - |
97 |
| - int res = 0; |
98 |
| - int length = grid.length; |
99 |
| - |
100 |
| - while (!queue.isEmpty()) { |
101 |
| - Pair<Integer, Pair<Integer, Integer>> top = queue.poll(); |
102 |
| - Integer x = top.getValue().getKey(); |
103 |
| - Integer y = top.getValue().getValue(); |
104 |
| - res = Math.max(res, top.getKey()); |
105 |
| - // 2 <= N <= 50 这个范围内可以直接使用==进行Integer的比较 |
106 |
| - if (x == top.getValue().getValue() && y == length - 1) { |
107 |
| - break; |
| 166 | + n = grid.length; |
| 167 | + p = new int[n * n]; |
| 168 | + for (int i = 0; i < p.length; ++i) { |
| 169 | + p[i] = i; |
| 170 | + } |
| 171 | + int[] hi = new int[n * n]; |
| 172 | + for (int i = 0; i < n; ++i) { |
| 173 | + for (int j = 0; j < n; ++j) { |
| 174 | + hi[grid[i][j]] = index(i, j); |
108 | 175 | }
|
109 |
| - |
110 |
| - for (int i = 0; i < 4; i++) { |
111 |
| - int newY = y + dy[i]; |
112 |
| - int newX = x + dx[i]; |
113 |
| - if (newX < 0 || newY < 0 || newX >= length || newY >= length || visitSet.contains(new Pair<>(newX, newY))) { |
114 |
| - // 直接忽略 |
115 |
| - continue; |
| 176 | + } |
| 177 | + for (int h = 0; h < n * n; ++h) { |
| 178 | + int x = hi[h] / n, y = hi[h] % n; |
| 179 | + for (int[] dir : dirs) { |
| 180 | + int x1 = x + dir[0], y1 = y + dir[1]; |
| 181 | + if (check(x1, y1) && grid[x1][y1] <= h) { |
| 182 | + p[find(index(x1, y1))] = find(hi[h]); |
| 183 | + } |
| 184 | + if (find(0) == find(n * n - 1)) { |
| 185 | + return h; |
116 | 186 | }
|
117 |
| - queue.add(new Pair<>(grid[newX][newY], new Pair<>(newX, newY))); |
118 |
| - visitSet.add(new Pair<>(newX, newY)); |
119 | 187 | }
|
120 | 188 | }
|
121 |
| - return res; |
| 189 | + return -1; |
| 190 | + } |
| 191 | + |
| 192 | + private int find(int x) { |
| 193 | + if (p[x] != x) { |
| 194 | + p[x] = find(p[x]); |
| 195 | + } |
| 196 | + return p[x]; |
| 197 | + } |
| 198 | + |
| 199 | + private int index(int i, int j) { |
| 200 | + return i * n + j; |
122 | 201 | }
|
| 202 | + |
| 203 | + private boolean check(int i, int j) { |
| 204 | + return i >= 0 && i < n && j >= 0 && j < n; |
| 205 | + } |
| 206 | +} |
| 207 | +``` |
| 208 | + |
| 209 | +### **C++** |
| 210 | + |
| 211 | +```cpp |
| 212 | +class Solution { |
| 213 | +public: |
| 214 | + vector<int> p; |
| 215 | + int n; |
| 216 | + int dirs[4][2] = {{0, -1}, {0, 1}, {1, 0}, {-1, 0}}; |
| 217 | + |
| 218 | + int swimInWater(vector<vector<int>> &grid) { |
| 219 | + n = grid.size(); |
| 220 | + for (int i = 0; i < n * n; ++i) |
| 221 | + p.push_back(i); |
| 222 | + vector<int> hi(n * n, 0); |
| 223 | + for (int i = 0; i < n; ++i) |
| 224 | + for (int j = 0; j < n; ++j) |
| 225 | + hi[grid[i][j]] = index(i, j); |
| 226 | + for (int h = 0; h < n * n; ++h) |
| 227 | + { |
| 228 | + int x = hi[h] / n, y = hi[h] % n; |
| 229 | + for (auto dir : dirs) |
| 230 | + { |
| 231 | + int x1 = x + dir[0], y1 = y + dir[1]; |
| 232 | + if (check(x1, y1) && grid[x1][y1] <= h) |
| 233 | + p[find(index(x1, y1))] = find(hi[h]); |
| 234 | + if (find(0) == find(n * n - 1)) |
| 235 | + return h; |
| 236 | + } |
| 237 | + } |
| 238 | + return -1; |
| 239 | + } |
| 240 | + |
| 241 | + int find(int x) { |
| 242 | + if (p[x] != x) |
| 243 | + p[x] = find(p[x]); |
| 244 | + return p[x]; |
| 245 | + } |
| 246 | + |
| 247 | + int index(int i, int j) { |
| 248 | + return i * n + j; |
| 249 | + } |
| 250 | + |
| 251 | + bool check(int i, int j) { |
| 252 | + return i >= 0 && i < n && j >= 0 && j < n; |
| 253 | + } |
| 254 | +}; |
| 255 | +``` |
| 256 | +
|
| 257 | +### **Go** |
| 258 | +
|
| 259 | +```go |
| 260 | +var p []int |
| 261 | +var n int |
| 262 | +
|
| 263 | +func swimInWater(grid [][]int) int { |
| 264 | + n = len(grid) |
| 265 | + p = make([]int, n*n) |
| 266 | + hi := make([]int, n*n) |
| 267 | + for i := 0; i < len(p); i++ { |
| 268 | + p[i] = i |
| 269 | + } |
| 270 | + for i := 0; i < n; i++ { |
| 271 | + for j := 0; j < n; j++ { |
| 272 | + hi[grid[i][j]] = index(i, j) |
| 273 | + } |
| 274 | + } |
| 275 | + dirs := [4][2]int{{0, -1}, {0, 1}, {1, 0}, {-1, 0}} |
| 276 | + for h := 0; h < n*n; h++ { |
| 277 | + x, y := hi[h]/n, hi[h]%n |
| 278 | + for _, dir := range dirs { |
| 279 | + x1, y1 := x+dir[0], y+dir[1] |
| 280 | + if check(x1, y1) && grid[x1][y1] <= h { |
| 281 | + p[find(index(x1, y1))] = find(hi[h]) |
| 282 | + } |
| 283 | + if find(0) == find(n*n-1) { |
| 284 | + return h |
| 285 | + } |
| 286 | + } |
| 287 | + } |
| 288 | + return -1 |
| 289 | +} |
| 290 | +
|
| 291 | +func find(x int) int { |
| 292 | + if p[x] != x { |
| 293 | + p[x] = find(p[x]) |
| 294 | + } |
| 295 | + return p[x] |
| 296 | +} |
| 297 | +
|
| 298 | +func index(i, j int) int { |
| 299 | + return i*n + j |
| 300 | +} |
| 301 | +
|
| 302 | +func check(i, j int) bool { |
| 303 | + return i >= 0 && i < n && j >= 0 && j < n |
123 | 304 | }
|
124 | 305 | ```
|
125 | 306 |
|
|
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