Ordering two units balances a small leftover risk and a small shortage risk.
Order two
For order quantity 2, the expected overage and underage balance exactly.
Expected overage
Expected overage is 1/4.
E[overage]=1/4
Expected underage
Expected underage is 1/4.
E[underage]=1/4
Expected cost
Expected cost is 2.
E[cost]=2