Add weight calculation heuristic

src/classes/Engines.py

@@ -1,4 +1,5 @@
 import random, math
+from .Heuristic import ReversiHeuristic
 
 class PlayerEngine:
     def __init__(self, logger, options: dict = {}):
@@ -88,7 +89,11 @@ class MinmaxPlayerEngine(PlayerEngine):
         move = ''
         if depth == 0:
             leafs +=1
-            return board.heuristique(), nodes, leafs
+            if self.options['heuristic'] == 'weight':
+                score = ReversiHeuristic(board).get()
+            else:
+                score = board.heuristique()
+            return score, nodes, leafs
         
         if friend_move:
             value = -math.inf
@@ -150,7 +155,12 @@ class AlphabetaPlayerEngine(PlayerEngine):
         leafs = 0
         if depth == 0 :
             leafs +=1
-            return board.heuristique(), nodes, leafs
+            self.logger.debug("option: {}".format(self.options))
+            if self.options['heuristic'] == 'weight':
+                score = ReversiHeuristic(self.logger).get(board)
+            else:
+                score = board.heuristique()
+            return score, nodes, leafs
 
         if friend_move:
             value = -math.inf

src/classes/Heuristic.py

@@ -0,0 +1,38 @@
+class ReversiHeuristic():
+    def __init__(self, logger, weight = [1, 2, 10, 20]):
+        self.logger = logger
+        self.weight = weight
+
+    def get(self, board):
+        size = board.get_board_size()
+        score = 0
+        weights = self._get_weight(size)
+        for pos_x in range(size):
+            for pos_y in range(size):
+                if board._board[pos_x][pos_y] == board._nextPlayer:
+                    score += weights[pos_x][pos_y]
+                else:
+                    score -= weights[pos_x][pos_y]
+        return score
+        
+    def _get_weight(self, size):
+        w = [[ 0 for _ in range(size)] for _ in range(size)]
+
+        for pos_y in range(size):
+            for pos_x in range(size):
+
+                # Elements in the corner
+                if pos_x in [0, size -1] and pos_y in [0,size - 1]:
+                    w[pos_x][pos_y] = self.weight[3]
+                
+                # Elements on the border
+                elif pos_x in [0, size -1] or pos_y in [0, size -1]:
+                    w[pos_x][pos_y] = self.weight[2]
+                
+                # Element the center
+                elif pos_x in range( int(size // 2 - 2), size // 2 + 2) and pos_y in range( size // 2 - 2, size // 2 + 2):
+                    w[pos_x][pos_y] = self.weight[1]
+
+                else:
+                    w[pos_x][pos_y] = self.weight[0]
+        return w

src/game.py

@@ -1,4 +1,5 @@
 #!/usr/bin/env python3
+
 from classes.Reversi import Board
 from classes.Engines import RandomPlayerEngine, HumanPlayerEngine, MinmaxPlayerEngine, AlphabetaPlayerEngine
 import logging as log
@@ -31,6 +32,12 @@ def parse_aguments():
         default=3,
     )
 
+    parser.add_argument('-H', '--heuristic',
+        help='Define heutistic engine',
+        choices=['board', 'weight'],
+        default='board',
+    )
+
     debug_group = parser.add_mutually_exclusive_group()
     debug_group.add_argument('-V', '--verbose',
         help='Verbose output',
@@ -75,7 +82,8 @@ if __name__ == '__main__':
         args.white_engine
         ))
     options = {
-        'depth': args.depth
+        'depth': args.depth,
+        'heuristic': args.heuristic
     }
     wplayer = engines[args.white_engine](logger, options)
     bplayer = engines[args.black_engine](logger, options)