490. The Maze
https://leetcode.com/problems/the-maze
There is a ball in a maze with empty spaces and walls. The ball can go through empty spaces by rolling up, down, left or right, but it won't stop rolling until hitting a wall. When the ball stops, it could choose the next direction.
Given the ball's start position, the destination and the maze, determine whether the ball could stop at the destination.
The maze is represented by a binary 2D array. 1 means the wall and 0 means the empty space. You may assume that the borders of the maze are all walls. The start and destination coordinates are represented by row and column indexes.
Example 1:
Input 1: a maze represented by a 2D array 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 0 Input 2: start coordinate (rowStart, colStart) = (0, 4) Input 3: destination coordinate (rowDest, colDest) = (4, 4) Output: true Explanation: One possible way is : left -> down -> left -> down -> right -> down -> right.![]()
Example 2:
Input 1: a maze represented by a 2D array 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 0 Input 2: start coordinate (rowStart, colStart) = (0, 4) Input 3: destination coordinate (rowDest, colDest) = (3, 2) Output: false Explanation: There is no way for the ball to stop at the destination.![]()
Note:
- There is only one ball and one destination in the maze.
- Both the ball and the destination exist on an empty space, and they will not be at the same position initially.
- The given maze does not contain border (like the red rectangle in the example pictures), but you could assume the border of the maze are all walls.
- The maze contains at least 2 empty spaces, and both the width and height of the maze won't exceed 100.
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Intuition
DFS
Return True if start = destination
Explore four directions
Return True if start = destination
Explore four directions
Find point on the direction where it hits a boundary or block
recurse with new start point
If function call return true, pass it back
Some of these explorations are repetitive
Use memoization to track if new starting point has been visited
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Return false if start point already visited
Return True if start = destination
Set visited start point to true
Set visited start point to true
Explore four directions
Find point on the direction where it hits a boundary or block
Find point on the direction where it hits a boundary or block
recurse with new start point
If function call return true, pass it back
Explored all four directions, none returned true => return false
Explored all four directions, none returned true => return false
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Space - O(m * n)
Time - O(m * n)
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