*Sighs* I still don't believe the current King would be a bad person... And so, my headcannon is the King is a good person, but just weak willed, and so Angelica basically rules Edolas.

And I could argue that, since Edolas is so large, chances are that there would've been a revolution at some point or another somewhere or another.