Rank most similar artists in a given group to a single one, is this possible?

Hi,

I have a varying number of artists(say 20), and I want to rank their similarity to a single artist. Is there a way to do this? I know you can search for most similar but then it compares the artist to all others... However I just want to compare an artist to a specified group. Is this possible?

Thanks in Advance! Greg G