Who is your father, the one you would rely on when you need a paternal figure, the dude who shoot his sperm or the dude who raised you? Hopefully both dudes are the same person but in the case they aren't, I think the answer is clear.
I'd be surprised if adopted kids don't consider the people who raised them as parents as their actual parents.