I have a 2D matrix, now I want to pick an element e
and see all adjacent elements (i+1,j), (i-1,j) , (i,j+1), (i,j-1) and navigate if they are same as e
and count how many are matching like that. Now find the maximum count that is possible.
example:
1 2 3 4
1 2 4 4
4 2 4 5
6 9 4 7
Output: 5.
as 4 is the element that repeats 5 times and all are adjacents, whereas 1 appears only 2 times and 2 appears only 3 times.
How to solve this program? I tried with BFS but got stuck on how to maintain the count here?
static class pair {
int first, second;
public pair(int first, int second) {
this.first = first;
this.second = second;
}
}
static int ROW = 4;
static int COL = 4;
// Direction vectors
static int dRow[] = { -1, 0, 1, 0 };
static int dCol[] = { 0, 1, 0, -1 };
// Function to check if a cell
// is be visited or not
static boolean isValid(boolean vis[][], int row, int col) {
// If cell lies out of bounds
if (row < 0 || col < 0 || row >= ROW || col >= COL)
return false;
// If cell is already visited
if (vis[row][col])
return false;
// Otherwise
return true;
}
static void BFS(int grid[][], boolean vis[][], int row, int col) {
// Stores indices of the matrix cells
Queue<pair> q = new LinkedList<>();
// Mark the starting cell as visited
// and push it into the queue
q.add(new pair(row, col));
vis[row][col] = true;
// Iterate while the queue
// is not empty
int max = 0;
while (!q.isEmpty()) {
pair cell = q.peek();
int x = cell.first;
int y = cell.second;
int v = grid[x][y];
System.out.print(grid[x][y] + " ");
// Go to the adjacent cells
for (int i = 0; i < 4; i++) {
int adjx = x + dRow[i];
int adjy = y + dCol[i];
if (isValid(vis, adjx, adjy)) {
if (grid[adjx][adjx] == v) {
q.add(new pair(adjx, adjy));
vis[adjx][adjy] = true;
}
}
}
}
public static void main(String[] args) {
// Given input matrix
int grid[][] = { .... };
ROW = grid.length;
COL = grid[0].length;
// Declare the visited array
boolean[][] vis = new boolean[ROW][COL];
BFS(grid, vis, 0, 0);
}
You need to iterate over the grid to identify the starting point of each BFS. Also, you need to initialize a new count at the start of each BFS and increment it each time you visit a neighboring cell. Then take the max of each such count.
static int max(int[][] grid)
{
int rows = grid.length;
int cols = grid[0].length;
Queue<Pos> q = new LinkedList<>();
boolean[][] visited = new boolean[rows][cols];
int max = 0;
for(int r=0; r<rows; r++)
{
for(int c=0; c<cols; c++)
{
if(!visited[r][c])
{
q.add(new Pos(r, c));
visited[r][c] = true;
int count = 0;
while(!q.isEmpty())
{
Pos p = q.poll();
count += 1;
for(int d=0; d<4; d++)
{
int i = p.r + dRow[d];
int j = p.c + dCol[d];
if(i >= 0 && i < rows && j >= 0 && j < cols && !visited[i][j] && grid[i][j] == grid[r][c])
{
q.add(new Pos(i, j));
visited[i][j] = true;
}
}
}
max = Math.max(max, count);
}
}
}
return max;
}
Test:
int[][] grid = {{1,2,3,4},
{1,2,4,4},
{4,2,4,5},
{6,9,4,7}};
System.out.printf("Max = %d%n", max(grid));
Output:
Max = 5
Bi Simple!
public static int findMaxAdjacentCount(int[][] grid) {
boolean[][] visited = createVisitGrid(grid);
int res = 0;
for (int row = 0; row < grid.length; row++)
for (int col = 0; col < grid[row].length; col++)
if (!visited[row][col])
res = Math.max(res, dfs(grid, visited, grid[row][col], row, col));
return res;
}
private static int dfs(int[][] grid, boolean[][] visited, int expected, int row, int col) {
if (row < 0 || row >= grid.length)
return 0;
if (col < 0 || col >= grid[row].length)
return 0;
if (visited[row][col] || grid[row][col] != expected)
return 0;
visited[row][col] = true;
int depth = 1;
depth += dfs(grid, visited, expected, row, col - 1);
depth += dfs(grid, visited, expected, row, col + 1);
depth += dfs(grid, visited, expected, row - 1, col);
depth += dfs(grid, visited, expected, row + 1, col);
return depth;
}
private static boolean[][] createVisitGrid(int[][] grid) {
boolean[][] visit = new boolean[grid.length][];
for (int row = 0; row < grid.length; row++)
visit[row] = new boolean[grid[row].length];
return visit;
}
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