描述来源:Knuth, D. E., & Moore, R. W. (1975). An analysis of alpha-beta pruning.Artificial intelligence,6(4), 293-326. URL:http://www.sciencedirect.com/science/article/pii/0004370275900193 描述来源:Su, Y. J. F. (2009).
一图流解释 Alpha-Beta 剪枝(Alpha-Beta Pruning) Alpha-Beta剪枝用于裁剪搜索树中不需要搜索的树枝,以提高运算速度。它基本的原理是: 当一个 Min 节点的 β值≤任何一个父节点的α值时 ,剪掉该节点的所有子节点 当一个 Max 节点的 α值≥任何一个父节点的β值时 ,剪掉该节点的所有子节点 ...
(1982). The solution for the branching factor of the alpha-beta pruning algorithm and its optimality. Communications of the ACM, 25(8), 559-564. 2012 Saffidine等人提出了alpha-beta剪枝在博弈游戏中的一揽子解决方案。论文中首先对这类博弈游戏进行了泛化抽象,定义了这类游戏的一般框架,然后基于这些框架...
Runs in Java >= 1.6.This project was a large learning experience for me: it was one of my first programming projects. I initially created a simple AI for Connect Four back in 2010, and then improved it when I learned about minimax and alpha-beta pruning in 2012....
impossible to complete the full search and hence after reaching a depth d' (d << d) , we use a heuristic function to return a value based on the status of the game given at that node.Alpha-beta pruning is an algorithm to reduce the searching during minimax by pruning certain branches....
来来来,简单五步,手把手教你撸一个缩减版的国际象棋AI。 首先,我们来看一些基础概念: 移动生成...
问python中的Alpha-beta剪枝EN回溯算法是解决组合优化问题的一种经典方法。它通过逐步构建问题的解,同时...
Connect 4 Console-Game based on minimax alpha beta pruning algorithm The entire game is developed by a group of students at 4th Year Computer and System Engineering Ainshams University Game Features: User has 'x' move with blue color while the computer has 'o' with red color ...
Alpha-beta剪枝的本质就是⼀种基于极⼩化极⼤算法的改进⽅法。在⼈机博弈中,双⽅回合制地进⾏⾛棋,⼰⽅考虑当⾃⼰在所有可⾏的⾛法中作出某⼀特定选择后,对⽅可能会采取的⾛法,从⽽选择最有利于⾃⼰的⾛法。这种对弈过程就构成了⼀颗博弈树,双⽅在博弈树中不断搜索...
The minimax algorithm is a way of finding an optimal move in a two player game. Alpha-beta pruning is a way of finding the optimal minimax solution...