Hi Brenda,
Since the older kids are homeschooled, I would definitely go in maybe early fall or late January/early Feb. Seems like those are the least crowded and cheapest times of year. The last time I went (way back in 1993) it was early May, and it was WONDERFUL! Great weather, very little crowds.