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Minimize the total cost.

Suppose we are considering the question of how much capacity to build in the face of uncertain demand. Assume that the cost is $20 per unit of lost sales due to insufficient capacity. Also assume that there is a cost of $7 for each unit of capacity built. The probability of various demand level is as follows:

Demand-X Units Probability of X
0 0.05
1 0.1
2 0.15
3 0.2
4 0.2
5 0.15
6 0.1
7 0.05

How many units of capacity should be built to minimize the total cost of providing capacity plus lost sales?

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