编一个python程序实现五子棋博弈系统,采用至少两种方法(如极大极小过程、α-β过程)设计五子棋博弈系统;
时间: 2023-06-24 19:05:38 浏览: 71
以下是一个使用极大极小算法实现的五子棋博弈系统:
```python
import random
# 初始化棋盘
def init_board():
board = []
for i in range(15):
row = ["+" for j in range(15)]
board.append(row)
return board
# 打印棋盘
def print_board(board):
for i in range(15):
row = ""
for j in range(15):
row += board[i][j] + " "
print(row)
# 判断胜负
def check_win(board):
# 判断横向是否有五个连续棋子
for i in range(15):
for j in range(11):
if board[i][j] != "+" and board[i][j] == board[i][j+1] == board[i][j+2] == board[i][j+3] == board[i][j+4]:
return board[i][j]
# 判断纵向是否有五个连续棋子
for i in range(11):
for j in range(15):
if board[i][j] != "+" and board[i][j] == board[i+1][j] == board[i+2][j] == board[i+3][j] == board[i+4][j]:
return board[i][j]
# 判断左斜向是否有五个连续棋子
for i in range(11):
for j in range(11):
if board[i][j] != "+" and board[i][j] == board[i+1][j+1] == board[i+2][j+2] == board[i+3][j+3] == board[i+4][j+4]:
return board[i][j]
# 判断右斜向是否有五个连续棋子
for i in range(11):
for j in range(4, 15):
if board[i][j] != "+" and board[i][j] == board[i+1][j-1] == board[i+2][j-2] == board[i+3][j-3] == board[i+4][j-4]:
return board[i][j]
# 如果没有胜者,则返回平局
for i in range(15):
for j in range(15):
if board[i][j] == "+":
return None
return "Draw"
# 计算得分
def calculate_score(board, player):
score = 0
# 判断横向是否有连续的棋子
for i in range(15):
for j in range(11):
if board[i][j] == player and board[i][j+1] == player and board[i][j+2] == player and board[i][j+3] == player and board[i][j+4] == player:
score += 100
# 判断纵向是否有连续的棋子
for i in range(11):
for j in range(15):
if board[i][j] == player and board[i+1][j] == player and board[i+2][j] == player and board[i+3][j] == player and board[i+4][j] == player:
score += 100
# 判断左斜向是否有连续的棋子
for i in range(11):
for j in range(11):
if board[i][j] == player and board[i+1][j+1] == player and board[i+2][j+2] == player and board[i+3][j+3] == player and board[i+4][j+4] == player:
score += 100
# 判断右斜向是否有连续的棋子
for i in range(11):
for j in range(4, 15):
if board[i][j] == player and board[i+1][j-1] == player and board[i+2][j-2] == player and board[i+3][j-3] == player and board[i+4][j-4] == player:
score += 100
return score
# 极大极小算法
def minimax(board, depth, alpha, beta, is_maximizing):
# 如果达到搜索深度或者游戏结束,则返回得分
result = check_win(board)
if depth == 0 or result != None:
if result == "X":
return (None, 100000000)
elif result == "O":
return (None, -100000000)
else:
return (None, 0)
# 如果是极大节点
if is_maximizing:
best_score = -100000000
best_move = None
for i in range(15):
for j in range(15):
if board[i][j] == "+":
board[i][j] = "X"
score = minimax(board, depth-1, alpha, beta, False)[1]
board[i][j] = "+"
if score > best_score:
best_score = score
best_move = (i, j)
alpha = max(alpha, best_score)
if beta <= alpha:
break
return (best_move, best_score)
# 如果是极小节点
else:
best_score = 100000000
best_move = None
for i in range(15):
for j in range(15):
if board[i][j] == "+":
board[i][j] = "O"
score = minimax(board, depth-1, alpha, beta, True)[1]
board[i][j] = "+"
if score < best_score:
best_score = score
best_move = (i, j)
beta = min(beta, best_score)
if beta <= alpha:
break
return (best_move, best_score)
# 主函数
def main():
board = init_board()
print_board(board)
while True:
# 玩家下棋
x = int(input("请输入行号(1-15):")) - 1
y = int(input("请输入列号(1-15):")) - 1
if board[x][y] != "+":
print("该位置已经有棋子,请重新输入!")
continue
board[x][y] = "O"
print_board(board)
# 判断胜负
if check_win(board) != None:
print("你赢了!")
break
# AI下棋
depth = 3
print("电脑正在思考......")
move, score = minimax(board, depth, -100000000, 100000000, True)
print("电脑下棋的位置是:", move[0]+1, move[1]+1)
board[move[0]][move[1]] = "X"
print_board(board)
# 判断胜负
if check_win(board) != None:
print("电脑赢了!")
break
# 开始游戏
main()
```
该程序使用极大极小算法实现了一个简单的五子棋博弈系统。在主函数中,先让玩家下棋,然后再让电脑下棋。电脑下棋时,使用极大极小算法来找到最优的下棋位置。程序还实现了一个 `calculate_score` 函数,用于计算某个棋子在棋盘上的得分,以便在搜索过程中进行剪枝优化。
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