It's very commonly done in many domestic animals: horses, cats, dogs, etc. Sometimes it works and sometimes it doesn't, but usually if both of them are very good individuals, it turns out fine from what I've seen.
I'm sure it can turn out not-so-good, but it seems to work well when done...