I also have this problem. Within hours, my hair simply waves back, and it looks silly. I like curls though, so, I don't mind it.
In your case, I think a good option is to blow dry/straighten your hair. The blow drying should keep it at bay. Though, use heat protection and condition it well, because that much heat is very damaging.