Unless a band is named after the most prominent member (Bon Jovi) or an obvious fact about them (The Philadelphia Orchestra), there's probably a great story behind how the name was selected. Some of them may even be true.
Check out a pictofacts post that tells the stories of how 25 bands got their unique names at Cracked.