User Tools

Site Tools


chess:programming:alpha-beta_pruning:a_program_to_illustrate_alpha-beta_pruning

Chess - Programming - Alpha-Beta Pruning - A program to illustrate Alpha-Beta Pruning

// Program to demonstrate working of Alpha-Beta Pruning.
#include<bits/stdc++.h> 
using namespace std; 
 
// Initial values of Alpha and Beta.
const int MAX = 1000; 
const int MIN = -1000; 
 
// Returns optimal value for current player.
// (Initially called for root and maximizer).
int minimax(int depth, int nodeIndex, 
            bool maximizingPlayer, 
            int values[], int alpha,  
            int beta) 
{ 
  // Terminating condition. i.e leaf node is reached.
  if (depth == 3) 
    return values[nodeIndex]; 
 
  if (maximizingPlayer) 
  { 
    int best = MIN; 
 
    // Recur for left and right children.
    for (int i=0; i<2; i++) 
    { 
      int val = minimax(depth + 1, nodeIndex * 2 + i, false, values, alpha, beta); 
      best = max(best, val); 
      alpha = max(alpha, best); 
 
      // Alpha Beta Pruning.
      if (beta <= alpha) 
        break; 
    } 
 
    return best; 
  } 
  else
  { 
    int best = MAX; 
 
    // Recur for left and right children.
    for (int i = 0; i < 2; i++) 
    { 
      int val = minimax(depth + 1, nodeIndex * 2 + i, true, values, alpha, beta); 
      best = min(best, val); 
      beta = min(beta, best); 
 
      // Alpha Beta Pruning.
      if (beta <= alpha) 
        break; 
    } 
 
    return best; 
  } 
} 
 
 
// Driver Code.
int main() 
{ 
  int values[8] = { 3, 5, 6, 9, 1, 2, 0, -1 }; 
  std::cout <<"The optimal value is : "<< minimax(0, 0, true, values, MIN, MAX); 
  return 0; 
} 

returns:

The optimal value is : 5
chess/programming/alpha-beta_pruning/a_program_to_illustrate_alpha-beta_pruning.txt · Last modified: 2021/11/15 16:20 by peter

Donate Powered by PHP Valid HTML5 Valid CSS Driven by DokuWiki