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Please solve in EXCEL Chance Constrained Programming IronMan company produces 3 types of steel members: X, Y, and Z. Each of the 3 types would
Please solve in EXCEL Chance Constrained Programming
- IronMan company produces 3 types of steel members: X, Y, and Z. Each of the 3 types would go through two processes A and B whose capacities are under uncertainty.
We want to maximize the total profit subject to the following capacity constraints. For example: the capacity of process A follows a Normal distribution with 400 as the mean and 50 as the standard deviation
x | y | z | Capacity | |
---|---|---|---|---|
A | 1 | 2 | 1 | Normal(400,50) |
B | 3 | 2 | 1 | Normal(1000,120) |
Profit/Unit | $40 | $30 | $20 |
- Solve the CCP problem; the violation probability for both constraints is less than 0.1 (K0.1=-1.282).
- If we use only the mean values as the RHS, what is the solution? Is the objective value higher than (a)?
- If we are more conservative about the constraints. That is, we want to increase the probability thresholds to 0.99 (K0.01=-2.326), what is the solution now?
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