In: Math
Maurice’s Pump Manufacturing Company currently maintains plants in Atlanta and Tulsa that supply major distribution centers in Los Angeles and New York. Because of an expanding demand, Maurice has decided to open a third plant and has narrowed the choice to one of two cities—New Orleans or Houston. The pertinent production and distribution costs, as well as the plant capacities and distribution center demands, are shown in the following table.
Plants | Distribution Centers | |||
Location | Capacity | Production Cost (per unit) | LA | New York |
Atlanta (existing) | 600 | $6 | $8 | $5 |
Tulsa (existing) | 900 | $5 | $4 | $7 |
New Orleans (Proposed) | 500 | $4 (anticipated) | $5 | $6 |
Houston (Proposed) | 500 | $3 (anticipated) | $4 | $6 |
Forecast Demand | 800 | 1,200 |
Help the company decide which of the two proposed plant should be opened. Create a spreadsheet model of this situation and solve using Solver. Clearly show the values of the decision variables and the objective.
Let be the quantity shipped from location i to the distribution center j, where
We also create the following indicator variables
The above are the decision variables
Total production cost is
the total shipping cost is
The total cost would be
We want to minimize this cost, hence this is the objective function
Finally the constraints
Plant capacity
Plant in Atlanta has a capacity of 600 units, the total shipment from this location cannot exceed this
Plant in Tulsa has a capacity of 900 units, the total shipment from this location cannot exceed this
the proposed Plant in New Orleans has a capacity of 500 units if built (y1=1), the total shipment from this location cannot exceed this
the proposed Plant in Houston has a capacity of 500 units if built (y2=1), the total shipment from this location cannot exceed this
Since only one of the plants can be constructed
Demand
Forecast Demand at LA is 800, the total shipment should be equal to this
Forecast Demand at New York is 1200, the total shipment should be equal to this
The LP model is
Maximize
s.t.
Prepare the following sheet
get this
setup the solver using data--->solver
get this
ans: The values of the decision variables are
Decision variables | Distribution Centers | Indicator (y) | |
Location | LA | New York | |
Atlanta (existing) | 0 | 600 | |
Tulsa (existing) | 800 | 100 | |
New Orleans (Proposed) | 0 | 0 | 0 |
Houston (Proposed) | 0 | 500 | 1 |
That is, open the third plant at Houston
The cost would be (the objective) $19,500