Superman asked the Joker just that in one of Byrne's issues when Mr. J attacked Metropolis. The Joker answered something like "Ohhh, Superman... Why not?"
For the Joker, that's actually a good reason to go to another city and give it's hero or heroine grief, doing it just on a whim.