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SurroundedRegions.java
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281 lines (208 loc) · 8.2 KB
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package Algorithms.Graphs;
import java.util.*;
/**
* @author Srinivas Vadige, srinivas.vadige@gmail.com
* @since 17 December 2025
* @link 130. Surrounded Regions <a href='https://leetcode.com/problems/surrounded-regions/'>LeetCode Link</a>
* @topics Array, Matrix, DFS, BFS, Union Find
* @companies Google(5), Bloomberg(3), Meta(2), Amazon(2), Oracle(3), Microsoft(2), Adobe(4), TikTok(3), Flipkart(2), Goldman Sachs(2), Uber(2), Nutanix(2)
*/
public class SurroundedRegions {
public static void main(String[] args) {
char[][] board;
/*
{'O','X','X','O','X'},
{'X','O','O','X','O'},
{'X','O','X','O','X'},
{'O','X','O','O','O'},
{'X','X','O','X','O'}
this will become
{'O','X','X','O','X'},
{'X',❌, ❌,'X','O'},
{'X',❌, 'X','O','X'},
{'O','X','O','O','O'},
{'X','X','O','X','O'}
Os connected with border Os are also border Os. And O's connected with this new border Os are also border Os. And so on...
we should only conquer the finalized non-border 'O's
*/
System.out.println("Using DFS 1");
board = new char[][] {{'O','X','X','O','X'},{'X','O','O','X','O'},{'X','O','X','O','X'},{'O','X','O','O','O'},{'X','X','O','X','O'}};
solveUsingDfs1(board);
System.out.println(Arrays.deepToString(board));
System.out.println("Using DFS 2");
board = new char[][] {{'O','X','X','O','X'},{'X','O','O','X','O'},{'X','O','X','O','X'},{'O','X','O','O','O'},{'X','X','O','X','O'}};
solveUsingDfs2(board);
System.out.println(Arrays.deepToString(board));
System.out.println("Using BFS");
board = new char[][] {{'O','X','X','O','X'},{'X','O','O','X','O'},{'X','O','X','O','X'},{'O','X','O','O','O'},{'X','X','O','X','O'}};
solveUsingBfs(board);
System.out.println(Arrays.deepToString(board));
System.out.println("Using Union Find");
board = new char[][] {{'O','X','X','O','X'},{'X','O','O','X','O'},{'X','O','X','O','X'},{'O','X','O','O','O'},{'X','X','O','X','O'}};
solveUsingUnionFind(board);
System.out.println(Arrays.deepToString(board));
}
public static void solveUsingDfs1(char[][] board) {
Set<Integer> border = new HashSet<>();
int[][] dirs = { { 1, 0 }, { 0, 1 }, { -1, 0 }, { 0, -1 } };
int rows = board.length, cols = board[0].length;
for (int i = 0; i < Math.max(rows, cols); i++) {
if (i < rows && board[i][0] == 'O')
border.add(i * cols);
if (i < cols && board[0][i] == 'O')
border.add(i);
if (i < rows && board[i][cols - 1] == 'O')
border.add(i * cols + cols - 1);
if (i < cols && board[rows - 1][i] == 'O')
border.add((rows - 1) * cols + i);
}
for (int x : new ArrayList<>(border)) {
dfs(board, x / cols, x % cols, dirs, border);
}
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] == 'O' && !border.contains(r * cols + c)) {
board[r][c] = 'X';
}
}
}
}
private static void dfs(char[][] board, int r, int c, int[][] dirs, Set<Integer> border) {
int rows = board.length, cols = board[0].length;
for (int[] dir : dirs) {
int nr = r + dir[0], nc = c + dir[1];
if (nr < 0 || nc < 0 || nr >= rows || nc >= cols || board[nr][nc] == 'X' || border.contains(nr * cols + nc))
continue;
border.add(nr * cols + nc);
dfs(board, nr, nc, dirs, border);
}
}
public static void solveUsingDfs2(char[][] board) {
int rows = board.length, cols = board[0].length;
for (int r = 0; r < rows; r++) {
dfs(board, r, 0);
dfs(board, r, cols - 1);
}
for (int c = 0; c < cols; c++) {
dfs(board, 0, c);
dfs(board, rows - 1, c);
}
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] == 'O')
board[r][c] = 'X';
else if (board[r][c] == '#')
board[r][c] = 'O';
}
}
}
private static void dfs(char[][] board, int r, int c) {
int rows = board.length, cols = board[0].length;
if (r < 0 || c < 0 || r >= rows || c >= cols || board[r][c] != 'O')
return;
board[r][c] = '#';
dfs(board, r + 1, c);
dfs(board, r - 1, c);
dfs(board, r, c + 1);
dfs(board, r, c - 1);
}
public static void solveUsingBfs(char[][] board) {
int rows = board.length, cols = board[0].length;
Queue<int[]> q = new LinkedList<>();
// seed border O's
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] == 'O' && (r==0 || r==rows-1 || c==0 || c==cols-1)) {
board[r][c] = '#';
q.offer(new int[] { r, c });
}
}
}
bfs(board, q);
// final flip
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] == 'O')
board[r][c] = 'X';
else if (board[r][c] == '#')
board[r][c] = 'O';
}
}
}
private static void bfs(char[][] board, Queue<int[]> q) {
int rows = board.length, cols = board[0].length;
int[][] dirs = { { 1, 0 }, { -1, 0 }, { 0, 1 }, { 0, -1 } };
while (!q.isEmpty()) {
int[] cur = q.poll();
for (int[] d : dirs) {
int nr = cur[0] + d[0];
int nc = cur[1] + d[1];
if (nr < 0 || nc < 0 || nr >= rows || nc >= cols)
continue;
if (board[nr][nc] != 'O')
continue;
board[nr][nc] = '#';
q.offer(new int[] { nr, nc });
}
}
}
public static void solveUsingUnionFind(char[][] board) {
int rows = board.length, cols = board[0].length;
UnionFind uf = new UnionFind(rows * cols + 1);
int dummy = rows * cols;
int[][] dirs = {{1,0}, {-1,0}, {0,1}, {0,-1}};
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] != 'O') continue;
int id = r * cols + c;
// border O → connect to dummy
if (r == 0 || c == 0 || r == rows - 1 || c == cols - 1) {
uf.union(id, dummy);
}
// connect with adjacent O's
for (int[] d : dirs) {
int nr = r + d[0], nc = c + d[1];
if (nr < 0 || nc < 0 || nr >= rows || nc >= cols) continue;
if (board[nr][nc] == 'O') {
uf.union(id, nr * cols + nc);
}
}
}
}
// flip surrounded regions
for (int r = 0; r < rows; r++) {
for (int c = 0; c < cols; c++) {
if (board[r][c] == 'O' &&
!uf.connected(r * cols + c, dummy)) {
board[r][c] = 'X';
}
}
}
}
static class UnionFind {
int[] parent, rank;
UnionFind(int n) {
parent = new int[n];
rank = new int[n];
for (int i = 0; i < n; i++) parent[i] = i;
}
int find(int x) {
if (parent[x] != x)
parent[x] = find(parent[x]);
return parent[x];
}
void union(int a, int b) {
int pa = find(a), pb = find(b);
if (pa == pb) return;
if (rank[pa] < rank[pb]) parent[pa] = pb;
else if (rank[pa] > rank[pb]) parent[pb] = pa;
else {
parent[pb] = pa;
rank[pa]++;
}
}
boolean connected(int a, int b) {
return find(a) == find(b);
}
}
}