In: Statistics and Probability
Frandec Company manufactures, assembles, and rebuilds material handling equipment used in warehouses and distribution centers. One product, called a Liftmaster, is assembled from four components: a frame, a motor, two supports, and a metal strap. Frandec’s production schedule calls for 4000 Liftmasters to be made next month. Frandec purchases the motors from an outside supplier, but the frames, supports, and straps may be either manufactured by the company or purchased from an outside supplier. Manufacturing and purchase costs per unit are shown.
Component | Manufacturing Cost | Purchase Cost |
Frame | $32.00 | $45.00 |
Support | $9.50 | $13.00 |
Strap | $6.50 | $7.50 |
Three departments are involved in the production of these components. The time (in minutes per unit) required to process each component in each department and the available capacity (in hours) for the three departments are as follows:
Department | |||
Component | Cutting | Milling | Shaping |
Frame | 2.9 | 1.9 | 2.5 |
Support | 1.2 | 1.5 | 2 |
Strap | 0.8 | — | 1.5 |
Capacity (hours) | 330 | 390 | 640 |
Formulate and solve a linear programming model for this make-or-buy application. How many of each component should be manufactured and how many should be purchased?
Let | |
FM = number of frames manufactured | |
FP = number of frames purchased | |
SM = number of supports manufactured | |
SP = number of supports purchased | |
TM = number of straps manufactured | |
TP = number of straps purchased |
Min | FM | + | FP | + | SM | + | SP | + | TM | + | TP | ||
s.t. | |||||||||||||
2.9FM | + | SM | + | TM | ? | ||||||||
FM | + | 1.5SM | ? | ||||||||||
FM | + | SM | + | 1.5TM | ? | ||||||||
FM | + | FP | ? | ||||||||||
SM | + | SP | ? | ||||||||||
TM | + | TP | ? | ||||||||||
FM, FP, SM, SP, TM, TP ? 0 |
If required, round your answers to the nearest whole number.
Manufacture | Purchase | |
---|---|---|
Frames | ||
Supports | ||
Straps |
To produce 4000 Liftmasters, let the following be the required number of components, other than the motors
Component | Manufacturing Cost | Purchase Cost |
Frame | $32.00 | $45.00 |
Support | $9.50 | $13.00 |
Strap | $6.50 | $7.50 |
The total cost of producing 4000 Liftmasters is
dollars
This is the objective function and Frandec company wants to minimize this cost by setting the quantites to be manufactured and/or purchased
Now the constraints
the number of components required to produce 1 lift master are
That means to produce 4000 Lift master,
Next we look at the the available capacity (in hours) for the three departments.
The time (in minutes per unit) required to process each component in each department are
Department | |||
Component | Cutting | Milling | Shaping |
Frame | 2.9 | 1.9 | 2.5 |
Support | 1.2 | 1.5 | 2 |
Strap | 0.8 | — | 1.5 |
We also know the capacity available in each of these departments, we will convert the hours to minutes
Department | |||
Component | Cutting | Milling | Shaping |
Capacity (hours) | 330 | 390 | 640 |
capacity (minutes) | 19800 | 23400 | 38400 |
We can not exceed these available capacity
The linear programming model is
Minimize
s.t
The following is the excel sheet with the formulation
The formula used to set this up are
Set up the solver as below using data--->solver
Get the following
the required quantities after rounding to whole numbers is
Component | Number manufactured | Number purchased |
Frame | 4,000 | - |
Support | 6,833 | 1,167 |
Strap | - | 4,000 |
Manufacture all the frames, and purchase all the straps, use a combination of manufacture and purchase for supports