Ordering three units removes shortage risk but creates leftover risk.
Order three
For order quantity 3, every demand outcome is covered.
Expected underage
Expected underage is 0.
E[underage]=0
Expected overage
Expected overage is 1.
E[overage]=1
Expected cost
Expected cost is 2.
E[cost]=2