How can I implement backtracking in my algorithm?
Backtracking is a problem-solving technique that involves exploring all possible solutions and abandoning those that fail to satisfy the constraints. What specific problem are you trying to solve?
I'm trying to solve the N-Queens problem.
Great choice! For the N-Queens problem, you can use backtracking to place queens on the board one by one, ensuring that no two queens threaten each other. Would you like a code example?
Yes, please provide a code example in Python.
Here's a simple implementation in Python:
def is_safe(board, row, col):
# Check this row on left side
for i in range(col):
if board[row][i] == 1:
return False
# Check upper diagonal on left side
for i, j in zip(range(row, -1, -1), range(col, -1, -1)):
if board[i][j] == 1:
return False
# Check lower diagonal on left side
for i, j in zip(range(row, len(board)), range(col, -1, -1)):
if board[i][j] == 1:
return False
return True
# Backtracking function
def solve_n_queens_util(board, col):
if col >= len(board):
return True
for i in range(len(board)):
if is_safe(board, i, col):
board[i][col] = 1
if solve_n_queens_util(board, col + 1):
return True
board[i][col] = 0 # Backtrack
return False
# Initialize board
n = 4
board = [[0] * n for _ in range(n)]
solve_n_queens_util(board, 0)
print(board)
This code sets up the board and uses backtracking to find a solution.
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