Shortest Path in Binary Matrix
Problem
Given an n x n binary matrix grid, return the length of the shortest clear path in the matrix. If there is no clear path, return -1.
A clear path in a binary matrix is a path from the top-left cell (i.e., (0, 0)) to the bottom-right cell (i.e., (n - 1, n - 1)) such that:
- All the visited cells of the path are 0.
- All the adjacent cells of the path are 8-directionally connected (i.e., they are different and they share an edge or a corner).
The length of a clear path is the number of visited cells of this path.
Example 1:
Input: grid = [[0,1],[1,0]]
Output: 2
Example 2:
Input: grid = [[0,0,0],[1,1,0],[1,1,0]]
Output: 4
Example 3:
Input: grid = [[1,0,0],[1,1,0],[1,1,0]]
Output: -1
Constraints:
- n == grid.length
- n == grid[i].length
- 1 <= n <= 100
- grid[i][j] is 0 or 1
Solution
I think that this is a simple search problem. BFS is the simplest solution.
class Solution {
public int shortestPathBinaryMatrix(int[][] grid) {
var n = grid.length;
var m = grid[0].length;
Queue<int[]> q = new LinkedList<>();
var visited = new boolean[n][m];
q.add(new int[]{0, 0, 1});
visited[0][0] = true;
// check that the beginning and end are reachable
if (grid[0][0] == 1 || grid[n - 1][m - 1] == 1) {
return -1;
}
while (!q.isEmpty()) {
var c = q.poll();
// we found the end
if (c[0] == n - 1 && c[1] == m - 1) {
return c[2];
}
// add all adjacent positions that haven't been visited to the queue
for (var row = -1; row <= 1; row++) {
for (var col = -1; col <= 1; col++) {
var tmp = new int[]{c[0] + row, c[1] + col, c[2] + 1};
// bounds check
if (tmp[0] < 0 || tmp[0] > n - 1 || tmp[1] < 0 || tmp[1] > m - 1) {
continue;
}
// wall check
if (grid[tmp[0]][tmp[1]] == 1) {
continue;
}
// visited check
if (visited[tmp[0]][tmp[1]] == true) {
continue;
}
visited[tmp[0]][tmp[1]] = true;
q.add(tmp);
}
}
}
return -1;
}
}