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Python跳跳棋游戏：从基础实现到高级算法详解

news 2025/10/21 8:46:46

引言

跳跳棋（Checkers/Draughts）作为世界上最古老、最受欢迎的棋盘游戏之一，已有超过3000年的历史。这款游戏不仅有趣，还蕴含着丰富的算法策略。本文将使用Python和Pygame库实现一个完整的跳跳棋游戏，并深入探讨其背后的算法原理和实现技术。

核心知识要点：

Pygame高级图形渲染技术

跳跳棋规则与移动算法的实现

Minimax算法与Alpha-Beta剪枝

游戏状态评估函数设计

AI对战系统实现

游戏规则概述

跳跳棋基本规则：

棋盘为8×8黑白相间的格子
双方各有12个棋子，开始时置于己方三行的黑格中
棋子只能沿对角线向前移动
跳过对方棋子可以将其吃掉
连续跳跃可以吃掉多个棋子
到达对方底线的棋子升级为"王"，可向前后移动
吃掉对方所有棋子或使对方无法移动即获胜

项目结构设计

checkers_game/
├── main.py            # 游戏入口
├── constants.py       # 常量定义
├── board.py           # 棋盘类
├── piece.py           # 棋子类
├── ai.py              # AI算法实现
└── game.py            # 游戏逻辑控制

深度技术实现

1. 常量定义 (constants.py)

# 颜色常量
BLACK = (0, 0, 0)
WHITE = (255, 255, 255)
DARK_GRAY = (101, 67, 33)
LIGHT_GRAY = (230, 220, 170)
RED = (255, 0, 0)
BLUE = (65, 105, 225)
CROWN_GOLD = (255, 215, 0)
HIGHLIGHT = (50, 205, 50, 170)# 游戏设置
WIDTH, HEIGHT = 800, 800
ROWS, COLS = 8, 8
SQUARE_SIZE = WIDTH // COLS
PADDING = 15
OUTLINE = 2
CROWN_RADIUS = SQUARE_SIZE // 4
HIGHLIGHT_ALPHA = 100# AI设置
AI_DEPTH = 4  # Minimax搜索深度

2. 棋子类实现 (piece.py)

import pygame
from .constants import BLACK, WHITE, RED, BLUE, SQUARE_SIZE, CROWN_GOLD, CROWN_RADIUS, PADDING, OUTLINEclass Piece:def __init__(self, row, col, color):self.row = rowself.col = colself.color = colorself.king = Falseself.x = 0self.y = 0self.calc_pos()def calc_pos(self):"""计算棋子在屏幕上的位置"""self.x = SQUARE_SIZE * self.col + SQUARE_SIZE // 2self.y = SQUARE_SIZE * self.row + SQUARE_SIZE // 2def make_king(self):"""将棋子升级为'王'"""self.king = Truedef draw(self, win):"""绘制棋子"""# 棋子主体radius = SQUARE_SIZE // 2 - PADDINGpygame.draw.circle(win, self.color, (self.x, self.y), radius)# 棋子边框border_color = WHITE if self.color == RED else BLACKpygame.draw.circle(win, border_color, (self.x, self.y), radius + OUTLINE, OUTLINE)# 绘制王冠标记if self.king:win.blit(pygame.font.SysFont(None, 36).render('K', True, CROWN_GOLD), (self.x - 10, self.y - 15))def move(self, row, col):"""移动棋子到新位置"""self.row = rowself.col = colself.calc_pos()def __repr__(self):return str(self.color)

3. 棋盘类实现 (board.py)

import pygame
from .piece import Piece
from .constants import BLACK, WHITE, DARK_GRAY, LIGHT_GRAY, RED, BLUE, ROWS, COLS, SQUARE_SIZEclass Board:def __init__(self):self.board = []self.red_left = self.blue_left = 12self.red_kings = self.blue_kings = 0self.create_board()def draw_squares(self, win):"""绘制棋盘格子"""win.fill(DARK_GRAY)for row in range(ROWS):for col in range(row % 2, COLS, 2):pygame.draw.rect(win, LIGHT_GRAY, (row * SQUARE_SIZE, col * SQUARE_SIZE, SQUARE_SIZE, SQUARE_SIZE))def create_board(self):"""初始化棋盘棋子"""for row in range(ROWS):self.board.append([])for col in range(COLS):if col % 2 == ((row + 1) % 2):if row < 3:self.board[row].append(Piece(row, col, BLUE))elif row > 4:self.board[row].append(Piece(row, col, RED))else:self.board[row].append(0)else:self.board[row].append(0)def draw(self, win):"""绘制整个棋盘"""self.draw_squares(win)for row in range(ROWS):for col in range(COLS):piece = self.board[row][col]if piece != 0:piece.draw(win)def move(self, piece, row, col):"""移动棋子并处理升级为'王'的逻辑"""self.board[piece.row][piece.col], self.board[row][col] = self.board[row][col], self.board[piece.row][piece.col]piece.move(row, col)# 检查是否升级为"王"if row == 0 or row == ROWS - 1:if not piece.king:piece.make_king()if piece.color == RED:

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