By using the DVI to VGA adapter, you made that an analog connection. All three connections must be digital for them to work at the same time.
Otherwise, you will only be able to support 2 displays.
So all I need to do is get a straight DVI cable, and should work? When I get a hold of a Cable, I will have to try this.