It all depends on what you're trying to do. If you're trying to breed out some gene/trait in a fish, that's more or less the route you want to go. If you're trying to keep a good gene pool and trying to keep a "wild" looking fish, then diversity is your friend.
If you do some reading about line breeding, one of the steps to to breed off spring back to the parents to try to "lock" in a trait.