Yes - every planet has an option (in the governance screen I think - not in front of game right now) to make it your capitol.
Just beware if / when you do so, that you existing capitol will suddenly lose the 5 food bonus - so you could have starving citizens dying on you (could be a good way to deal with approval issues though).
