Yep, I'd feed them at least 1/2 the food bc otherwise their empty tummies could feel nauseous. As in, sometimes if I get super, super hungry - it almost makes me feel a little sick. So, with air travel, I probably wouldn't risk an empty tummy.
Welcome to AZ!!