i've done it lots. Just make sure you play it for a while and re-tune a few times prior to the show.
+1
If you're that nervous about it then don't bother, but I love new string zing and have changed strings the day of a show plenty of times. If you know what you're doing and break 'em in a little then you shouldn't encounter much (if any) drift.