August 15th would make sense, though. These parties are scheduled during slower times of year. I think the last 2 weeks of August are out of the summer regular season as schools start to go back in session.
Parties are reasons for people to come to the parks. As much as that stinks for people travelling in early August, that's probably a reason for scheduling it later in the month, IF that's what happens.