Team Teach Homework

Maze Solver Problem

Instructions

Your task is to write a method solveMaze(char[][] maze, int startX, int startY) that determines whether a path exists from a starting point (startX, startY) in a 2D maze to the exit marked as 'E'. Use recursion to explore the maze.


Requirements

Input

  • A 2D array of characters (char[][] maze) representing the maze.

  • An integer startX indicating the row index of the starting point.

  • An integer startY indicating the column index of the starting point.

Output

  • Return true if there is a path from (startX, startY) to 'E'.

  • Return false if no such path exists.

Maze Rules

  • ' ' represents an open path (you can move here).

  • '#' represents a wall (you cannot move here).

  • 'E' represents the exit (this is the destination).

Movement

  • You can move up, down, left, or right to adjacent cells.

  • You cannot move diagonally or leave the bounds of the maze.

Marking Visited Cells

  • To avoid revisiting the same cells, mark visited cells as '#' temporarily during recursion. Restore them to ' ' after backtracking.

Steps to Solve

  1. Check if the current position is valid:

    • Is it within the bounds of the maze?

    • Is it an open path or the exit?

  2. Check if the current position is 'E'. If yes, return true.

  3. Mark the current cell as visited (change it to '#').

  4. Recursively explore all possible directions (up, down, left, right).

  5. If any direction leads to the exit, return true.

  6. Restore the cell to ' ' after exploring (backtracking).

  7. If no paths lead to the exit, return false.


public class MazeSolver {

    public static boolean solveMaze(char[][] maze, int startX, int startY) {
        // Check if the starting position is out of bounds or invalid
        if (startX < 0 || startX >= maze.length || startY < 0 || startY >= maze[0].length || maze[startX][startY] == '#') {
            return false;
        }

        // Check if the current position is the exit
        if (maze[startX][startY] == 'E') {
            return true;
        }

        // Mark the current cell as visited
        maze[startX][startY] = '#';

        // Explore all four possible directions
        // Move up
        if (solveMaze(maze, startX - 1, startY)) {
            return true;
        }
        // Move down
        if (solveMaze(maze, startX + 1, startY)) {
            return true;
        }
        // Move left
        if (solveMaze(maze, startX, startY - 1)) {
            return true;
        }
        // Move right
        if (solveMaze(maze, startX, startY + 1)) {
            return true;
        }

        // Backtrack: restore the cell to its original state
        maze[startX][startY] = ' ';

        // If no path leads to the exit, return false
        return false;
    }

    public static void main(String[] args) {
        char[][] maze = {
            {'#', '#', '#', '#', '#'},
            {'#', ' ', ' ', '#', 'E'},
            {'#', ' ', '#', ' ', '#'},
            {'#', ' ', ' ', ' ', '#'},
            {'#', '#', '#', '#', '#'}
        };

        System.out.println(solveMaze(maze, 1, 4)); // Output: true
    }
}