LeetCode/200. 岛屿数量

200. 岛屿数量

给你一个由 ‘1’(陆地)和 ‘0’(水)组成的的二维网格,请你计算网格中岛屿的数量。

岛屿总是被水包围,并且每座岛屿只能由水平方向和/或竖直方向上相邻的陆地连接形成。

此外,你可以假设该网格的四条边均被水包围。

示例 1:

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输入:grid = [
["1","1","1","1","0"],
["1","1","0","1","0"],
["1","1","0","0","0"],
["0","0","0","0","0"]
]
输出:1

示例 2:

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输入:grid = [
["1","1","0","0","0"],
["1","1","0","0","0"],
["0","0","1","0","0"],
["0","0","0","1","1"]
]
输出:3

提示:

  • m == grid.length
  • n == grid[i].length
  • 1 <= m, n <= 300
  • grid[i][j] 的值为 '0' 或 '1'

来源:力扣(LeetCode)
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题解:

本题深度优先搜索遍历是首选,我们通过遍历二维数组,找到当前位置为一的元素,在该位置进行DFS,将当前元素置为'0',然后向该元素的上下左右进行遍历。本题当然也可以用广度优先搜索和并查集,但是相对较为繁琐,此处不再给出详细代码。

具体代码如下:

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class Solution {
public int numIslands(char[][] grid) {
if (grid == null || grid.length == 0) {
return 0;
}
int result = 0, row = grid.length, column = grid[0].length;
for (int i = 0; i < row; i++) {
for (int j = 0; j < column; j++) {
if (grid[i][j] == '1') {
result++;
dfs(grid, i, j);
}
}
}
return result;
}

private void dfs(char[][] grid, int i, int j) {
if (i < 0 || j < 0 || i >= grid.length || j >= grid[0].length || grid[i][j] == '0')
return;

grid[i][j] = '0';
dfs(grid, i - 1, j);
dfs(grid, i + 1, j);
dfs(grid, i, j - 1);
dfs(grid, i, j + 1);
}
}

并查集框架:

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private void union(int x, int y) {
int xParent = find(x);
int yParent = find(y);
if (xParent == yParent)
return;

parent[x] = y;
}

private int find(int x) {
while (x != parent[x]) {
parent[x] = parent[parent[x]];
x = parent[x];
}
return x;
}

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