It will actually be cheaper to just bring them with you. Most all airlines will allow for one free checked bag of medical supplies. The bag can't have anything else non-medical in it, but diapers definitely apply.
You only have to declare the bag for medical at the check in counter. They will want to look inside the bag just to verify you aren't abusing their policy. I've done this a number of times, and never once had a problem.