To calculate the heuristic that considers both vertical, horizontal, and diagonal attacks, we need to sum up the counts of attacking pairs for each of these categories. Let's denote these counts as follows:
V: Number of pairs of queens attacking each other vertically.
H: Number of pairs of queens attacking each other horizontally.
D: Number of pairs of queens attacking each other diagonally.
The final admissible heuristic would then be the sum of these counts:
Heuristic=V+H+D
This heuristic is admissible because it provides a lower bound on the number of moves required to reach the goal state. It's consistent because moving a queen to a different row in the same column, to a different column, or diagonally will either decrease the count of vertical, horizontal, or diagonal attacks, or leave it unchanged.