How can I implement maze-solving algorithms in Python?
You can implement maze-solving algorithms like Depth-First Search or A* in Python. Would you like a code example?
Yes, please provide a code example for Depth-First Search.
Here's a simple implementation of Depth-First Search for a maze:
class Maze:
def __init__(self, grid):
self.grid = grid
self.visited = set()
def is_valid_move(self, x, y):
return (0 <= x < len(self.grid) and 0 <= y < len(self.grid[0]) and
self.grid[x][y] == 0 and (x, y) not in self.visited)
def dfs(self, x, y):
if not self.is_valid_move(x, y):
return False
if (x, y) == (len(self.grid)-1, len(self.grid[0])-1):
return True
self.visited.add((x, y))
return (self.dfs(x+1, y) or self.dfs(x, y+1) or
self.dfs(x-1, y) or self.dfs(x, y-1))
maze = Maze([[0, 0, 1], [1, 0, 0], [0, 0, 0]])
print(maze.dfs(0, 0)) # Output: True or False
What does the grid represent in this code?
In this code, the grid represents the maze where '0' indicates a path and '1' indicates a wall. You can modify it to create different mazes.
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