Coping with uncertainty in customer demand: How mathematics can improve logistics processes

How do you distribute drinking water fairly across an area recently hit by a natural disaster? Or how can you make sure you have enough bottles of water, granola bars and fruit in your delivery van to refill all the vending machines at a school when you don't know how full they are?