In: Statistics and Probability
A company produces and sells two types of coolants (C1 and C2) by mixing three grades of solvents (A, B, and C) in different proportions.
Minimum percentages of grade A solvent and maximum percentages of grade C solvent allowed for each type of coolant are specified. The company has to produce at least a specified minimum quantity of each type of coolant. The table below presents these requirements, along with the selling price of each type of coolant.
| 
 Minimum percent of grade A allowed  | 
 Maximum percent of grade C allowed  | 
 Minimum Quantity Required (gallons)  | 
 Selling price per gallon  | 
|
| 
 C1  | 
 50%  | 
 20%  | 
 200,000  | 
 $6  | 
| 
 C2  | 
 30%  | 
 50%  | 
 200,000  | 
 $4  | 
Availability of the three grades of solvents and their costs are as follows:
| 
 Grade  | 
 A  | 
 B  | 
 C  | 
| 
 Maximum quantity available per day (gallons)  | 
 200,000  | 
 124,000  | 
 156,000  | 
| 
 Cost per gallon  | 
 $4  | 
 $3  | 
 $2  | 
The company wants to maximize profits subject to the specified constraints.
Formulate the problem as a linear program, find the optimal solution, and answer the following questions:
The maximum profit attainable is $ ……………….
| 
 Gallons used  | 
 grade A  | 
 grade B  | 
 grade C  | 
| 
 In C1  | 
|||
| 
 In C2  | 
The refinery should be willing to pay up to $ …………. for an additional gallon of the grade A distillate over 200,000 gallon.
According to the question,
THE SOLVER SETUP SHOWN IN BELOW,
FORMULAS,
SOLVER PARAMETERS,
RESULT,
THE SENSITIVITY ANALYSIS
REPORT SHOWN ON BELOW,
A.The maximum profit
attainable = $996000
B.The coolant mix is shown below
| A | B | C | |
| C1 | 140000 | 84000 | 56000 | 
| C2 | 60000 | 40000 | 100000 | 
C.The solvent A relates to Const 7. This means the shadow price for solvent A is 2. Every 1 unit increase in the constraint’s RHS will result in a positive impact of 2 in the final profit. This means the refinery should be willing to pay at most $2 per gallon for additional solvent A.