def openingStaticEstimate_Improved(boardSt):
noOfWhite = 0
noOfBlack = 0
for i in range(0, len(boardSt)):
if (boardSt[i] == 'W'):
noOfWhite = noOfWhite + 1
elif (boardSt[i] == 'B'):
noOfBlack = noOfBlack + 1
mills_count = 0
staticEstimate = 0
difference = 0
difference = noOfWhite - noOfBlack
for each in range(0, len(boardSt)):
if (boardSt[each] == 'x'):
if (BoardLogic.checkMills(each, boardSt, "W") == True):
mills_count = mills_count + 1
staticEstimate = mills_count + difference
return staticEstimate
def MiniMaxGameImproved(depth, board, flag):
out = BoardLogic.output_Class()
inp = BoardLogic.output_Class()
boardList = list()
if (depth == 0):
noOfWhite = 0
noOfBlack = 0
for pos in range(0, len(board)):
if (board[pos] == 'W'):
noOfWhite = noOfWhite + 1
elif (board[pos] == 'B'):
noOfBlack = noOfBlack + 1
difference = 0
mills_count = 0
staticEstimate = 0
difference = noOfWhite - noOfBlack
for each in range(0, len(board)):
if (board[each] == 'x'):
if (BoardLogic.checkMills(each, board, 'W') == True):
mills_count = mills_count + 1
staticEstimate = difference + mills_count
movesList = BoardLogic.generateMovesMidgameEndgameBlack(board)
movesList_size = len(movesList)
if (noOfBlack <= 2):
out.value = 10000
elif (noOfWhite <= 2):
out.value = -10000
elif (movesList_size == 0):
out.value = 10000
else:
out.value = 1000 * (staticEstimate) - movesList_size
out.count += 1
return out
if (flag == 1):
boardList = BoardLogic.generateMovesMidgameEndgame(board)
out.value = minimum_Value
else:
boardList = BoardLogic.generateMovesMidgameEndgameBlack(board)
out.value = maximum_Value
for bpos in boardList:
if (flag == 1):
inp = MiniMaxGameImproved(depth - 1, bpos, 0)
if (inp.value > out.value):
out.value = inp.value
out.boardState = bpos
out.count = out.count + inp.count
else:
inp = MiniMaxGameImproved(depth - 1, bpos, 1)
if (inp.value < out.value):
out.value = inp.value
out.boardState = bpos
out.count = out.count + inp.count
return out