https://leetcode-cn.com/problems/number-of-islands/
深度优先搜索(DFS)
class Solution {
public:
//时间复杂度:O(MN), 其中M和N分别为行数和列数。
//空间复杂度:O(MN), 在最坏情况下,整个网格均为陆地,深度优先搜索的深度达到MN。
int numIslands(vector<vector<char>>& grid) {
int m = grid.size();
if(!m) return 0;
int n = grid[0].size();
int count = 0;
for(int i = 0; i < m; i++){
for(int j = 0; j < n; j++) {
if(grid[i][j] == '1'){
count++;
dfs(grid, i, j);
}
}
}
return count;
}
private:
void dfs(vector<vector<char>>& grid, int i, int j) {
int m = grid.size();
int n = grid[0].size();
grid[i][j] = '0';
if(i - 1>= 0 && grid[i-1][j] == '1') dfs(grid, i - 1, j);
if(i + 1 < m && grid[i+1][j] == '1') dfs(grid, i + 1, j);
if(j - 1 >= 0 && grid[i][j-1] == '1') dfs(grid, i, j - 1);
if(j + 1 < n && grid[i][j+1] == '1') dfs(grid, i, j + 1);
}
};
广度优先搜索(BFS)
class Solution {
public:
//时间复杂度:O(MN),其中M和N分别为行数和列数。
//空间复杂度:O(min(M,N)),在最坏情况下,整个网格均为陆地,队列的大小可以达到 min(M,N)。
int numIslands(vector<vector<char>>& grid) {
int nr = grid.size();
if (!nr) return 0;
int nc = grid[0].size();
int num_islands = 0;
for (int r = 0; r < nr; ++r) {
for (int c = 0; c < nc; ++c) {
if (grid[r][c] == '1') {
++num_islands;
grid[r][c] = '0';
queue<pair<int, int>> neighbors;
neighbors.push({r, c});
while (!neighbors.empty()) {
auto rc = neighbors.front();
neighbors.pop();
int row = rc.first, col = rc.second;
if (row - 1 >= 0 && grid[row-1][col] == '1') {
neighbors.push({row-1, col});
grid[row-1][col] = '0';
}
if (row + 1 < nr && grid[row+1][col] == '1') {
neighbors.push({row+1, col});
grid[row+1][col] = '0';
}
if (col - 1 >= 0 && grid[row][col-1] == '1') {
neighbors.push({row, col-1});
grid[row][col-1] = '0';
}
if (col + 1 < nc && grid[row][col+1] == '1') {
neighbors.push({row, col+1});
grid[row][col+1] = '0';
}
}
}
}
}
return num_islands;
}
};