Overview
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Vogel’s Approximation Method (VAM) is a step-by-step method used to find a starting solution for transportation problems. The main aim of this method is to reduce the total transportation cost. In VAM, we look at each row and column of the cost table and find the two smallest numbers (costs). The difference between these two costs is called the penalty. By comparing these penalties, we decide where to make the first supply. This process continues until all the supply and demand is fulfilled. In this article, we’ll show you how to use VAM in a simple way to get the first solution to a transportation problem.
Step 1:
Look at each row and column in the cost table.
Find the two smallest numbers (costs) in each row and column.
Now subtract the smaller one from the second smallest one.
This difference is called the penalty for that row or column.
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Step 2:
Find the row or column that has the highest penalty.
In that row or column, choose the cell with the lowest cost, and assign as many units as possible (based on supply and demand).
If more than one row or column has the same penalty, you can choose any one.
Step 3:
If the full supply at a place (row) is used up, remove that row.
If the full demand at a location (column) is met, remove that column.
(If both are satisfied at the same time, remove either one.)
Step 4:
Keep repeating the steps from the beginning until all supply and demand are finished — in other words, until each row and column is done.
Once all the numbers are assigned, you have your initial feasible solution.
Further Reading:
Vogel’s Approximation Method is used in many real-world situations to reduce transportation costs and make sure goods or services reach the right place at the right time. Here are some everyday examples where VAM is useful:
1. In Supply Chain and Logistics
VAM helps companies deliver products from factories or warehouses to customers or stores in the cheapest way possible. It also makes sure goods reach on time by using smart and cost-effective routes.
2. In Manufacturing
Manufacturing companies use VAM to send raw materials to different factories and finished products to distribution centers or customers. This keeps the process smooth and helps reduce extra transport expenses.
3. In Retail
Retail stores use VAM to move goods from warehouses to shops. This helps make sure products are always in stock at the right place and reduces the overall cost of moving items.
4. In Healthcare
Hospitals and clinics use VAM to deliver medicines, equipment, and supplies. It helps control delivery costs while making sure important items arrive on time where they are needed most.
5. In Waste Management
VAM is also used to plan waste collection routes. By finding the shortest and most fuel-efficient paths, cities can save on fuel and reduce operating costs while keeping the streets clean.
Cost Matrix (in Rs.):
Source \ Destination |
D1 |
D2 |
D3 |
Supply |
S1 |
19 |
30 |
50 |
7 |
S2 |
70 |
30 |
40 |
9 |
S3 |
40 |
8 |
70 |
18 |
Demand |
5 |
8 |
21 |
Highest penalty is 32 (S3).
Source \ Destination |
D1 |
D3 |
Supply |
S1 |
19 |
50 |
7 |
S2 |
70 |
40 |
9 |
S3 |
40 |
70 |
10 |
Demand |
5 |
21 |
Highest penalty: 51 (D1)
Repeat steps until all supplies and demands are satisfied.
Cell |
Allocation |
(S3, D2) |
8 |
(S1, D1) |
5 |
(S1, D3) |
2 |
(S2, D3) |
9 |
(S3, D3) |
10 |
= 8×8 + 5×19 + 2×50 + 9×40 + 10×70
= 64 + 95 + 100 + 360 + 700
= 1,319
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