Problem: Saddam has already MURDERED his own family.
He still has two sons he's fond of. The problem is that he's been grooming them to run the country when he's gone, and they're even more crazy/ruthless than he is. He even pits them against each other to hone their skills at treachery.
If we take Saddam out, we need to get his sons at the same time.