What's differential evolution and how does it compare to a genetic algorithm?

From what I've read so far they seem very similar.Differential evolution uses floating point numbers instead, and the solutions are called vectors? I'm not quite sure what that means.If someone could provide an overview with a little bit about the advantages and disadvantages of both.