I am making several 11X15 sheet cakes this weekend. I use the Wilton cake boards wrapped in fancy foil. I know the cake might crack if I only use 1. I have been stacking 3 since it looks nice, but would 2 be enough to guarantee the cake wont crack in the middle?

I wouldn't trust it. I would rather use something solid and stable such as wood.