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 l
The algorithm will look at all the possible moves that the AI and its opponent can make. For each move, it checks the potential outcomes and scores them. The AI tries to pick the move that leads to the best possible result for it. Stay ahead in AI strategy and decision-making with exp...
Let's see how we can implement alpha-beta pruning in the Minmax algorithm.First, we will add an alpha and a beta argument to the argument list of Minmax:def min_max(state, depth, is_maximizing, alpha, beta):if depth == 0 or is_end_state(state):...
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 ...
The Minmax algorithm works great, especially with alpha-beta pruning. The only problem is that we have if and else branches in the algorithm that essentially negates each other. As we know, in computer science, there is DRY code and WET code. DRY stands for Don't Repeat Yourself. WET st...
Game theory provides techniques to escape local optima in group of participants with different interests. Algorithms such as MGM-2/3, SCA-2/3 DALO-k,-DALO-t, min–max ADOPT, alpha–beta ADOPT, bi-threshold ADOPT, GCA-MGM, and ACLS are examples of incomplete methods based on game theory....
Additionally, an artificial intelligence (AI) agent is developed for the proposed Dismath game based on minimax tree search with alpha-beta pruning (MMAB). Dismath is an international checker variant inspired by Damath game in which operations are defined in every checkerboard positions. Thus, ...
To improve the efficiency, the identification of infrequent weighted items in transactions can be done first, for detecting the outliers easily. The proposed work contributes the techniques that may concentrates on decision making system that supports domain experts targeted actions based on the ...
The increasing demand for electricity presents substantial challenges in power system planning, particularly optimizing the Optimal Power Flow (OPF) problem. The OPF problem entails establishing the best settings for control variables in a power system to reduce objectives such as generating cost and tra...
In a more complex game, such as chess, it's hard to search whole game tree. However, Alpha–beta Pruning is an optimization method to the minimax algorithm that allows us to disregard some branches in the search tree, because he cuts irrelevant nodes (subtrees) in search. For more inform...