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.