Question
Goutte is a Canadian company manufacturing and distributing soft drinks. Manufacturing plants are used to satisfy the demand of sales districts. The production process makes
Goutte is a Canadian company manufacturing and distributing soft drinks. Manufacturing plants are used to satisfy the demand of sales districts. The production process makes use of water, available anywhere in Canada in an unlimited quantity at a negligible cost, and of sugar extracts which compose a modest percentage of the total weight of the finished product. For this reason, supply costs are negligible compared to finished product distribution costs. The management would like to determine the plant configuration that minimizes the sum of weighted transportation costs and fixed facility opening costs. The maximum acceptable distance between a potential plant and a sales district is 75 km. Demand can be split among facilities. The fixed costs and capacities of potential plant locations are given in Table 1 and sales district demands are given in Table 2. Table 3 provides per-truckload-transportation costs between potential plants and sales districts, and Table 4 provides distances.
- Draw a graph (network representation) of this logistics network, where the potential plant locations and sales districts form the nodes of the network and arcs represent available connections between the nodes.
- Formulate a mixed integer program appropriate for this problem and include it in your homework submission. This should be written using the type of math modeling notation we use in the lecture PPT (e.g., dicijXij); not in Excel.
- Implement and solve this model in Excel, provide a graphical representation of the solution (similar to how we have depicted solutions in class). Note that because demand can be split among plants if needed, the edges in your graph should be labeled with decision variable values representing the fraction of demand from a sales district that has been assigned to a particular plant.
Table 1: Fixed costs and capacities of potential plant locations
Potential plant location | Fixed cost ($) | Capacity (hectolitres) |
Brossard | 81,400 | 22,000 |
Granby | 83,800 | 24,000 |
LaSalle | 88,600 | 28,000 |
Mascouche | 91,000 | 30,000 |
Montreal | 79,000 | 20,000 |
Sainte-Julie | 86,200 | 26,000 |
Sherbrooke | 88,600 | 28,000 |
Terrebonne | 91,000 | 30,000 |
Valleyfield | 79,000 | 20,000 |
Verdun | 80,200 | 21,000 |
Table 2: Demands of sales districts
Sales district | Demand (hectolitres) | Demand (truckloads) |
Brossard | 14,000 | 94 |
Granby | 10,000 | 67 |
Sainte-Julie | 8,000 | 54 |
Sherbrooke | 12,000 | 80 |
Valleyfield | 10,000 | 67 |
Verdun | 9,000 | 60 |
Table 3: Per-truckload transportation costs
Brossard | Granby | Sainte- Julie | Sher-brooke | Valley-field | Verdun | |
Brossard | 0 | 140.02 | 55.94 | 256.50 | 133.58 | 21.53 |
Granby | 140.02 | 0 | 130.64 | 142.05 | 265.88 | 154.01 |
LaSalle | 38.27 | 170.94 | 86.85 | 287.22 | 87.40 | 21.53 |
Mascouche | 100.65 | 208.47 | 97.34 | 344.45 | 171.12 | 83.17 |
Montreal | 24.84 | 157.32 | 51.52 | 273.61 | 123.83 | 17.11 |
Sainte-Julie | 55.94 | 130.64 | 0 | 254.29 | 173.88 | 70.10 |
Sherbrooke | 256.50 | 142.05 | 254.29 | 0 | 382.54 | 270.30 |
Terrebonne | 87.95 | 195.96 | 85.01 | 331.57 | 159.53 | 71.58 |
Valleyfield | 133.58 | 265.88 | 173.88 | 382.54 | 0 | 116.66 |
Verdun | 21.53 | 154.01 | 70.10 | 270.30 | 116.66 | 0 |
Table 4: Distances
Brossard | Granby | Sainte- Julie | Sher-brooke | Valley-field | Verdun | |
Brossard | 0 | 76.1 | 30.4 | 139.4 | 72.6 | 11.7 |
Granby | 76.1 | 0 | 71 | 77.2 | 144.5 | 83.7 |
LaSalle | 20.8 | 92.9 | 47.2 | 156.1 | 47.5 | 11.7 |
Mascouche | 54.7 | 113.3 | 52.9 | 187.2 | 93 | 45.2 |
Montreal | 13.5 | 85.5 | 28 | 148.7 | 67.3 | 9.3 |
Sainte-Julie | 30.4 | 71 | 0 | 138.2 | 94.5 | 38.1 |
Sherbrooke | 139.4 | 77.2 | 138.2 | 0 | 207.9 | 146.9 |
Terrebonne | 47.8 | 106.5 | 46.2 | 180.2 | 86.7 | 38.9 |
Valleyfield | 72.6 | 144.5 | 94.5 | 207.9 | 0 | 63.4 |
Verdun | 11.7 | 83.7 | 38.1 | 146.9 | 63.4 | 0 |
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