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Question
A natural truck-rental service has a surplus of one truck in each of the cities 1, 2, 3, 4, 5 and 6 and a deficit of one truck in each of the cities 7, 8, 9, 10, 11 and 12. The distance(in kilometers) between the cities with a surplus and the cities with a deficit are displayed below:
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 31 | 62 | 29 | 42 | 15 | 41 |
| 2 | 12 | 19 | 39 | 55 | 71 | 40 | |
| 3 | 17 | 29 | 50 | 41 | 22 | 22 | |
| 4 | 35 | 40 | 38 | 42 | 27 | 33 | |
| 5 | 19 | 30 | 29 | 16 | 20 | 33 | |
| 6 | 72 | 30 | 30 | 50 | 41 | 20 | |
How should the truck be dispersed so as to minimize the total distance travelled?
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Solution
Here the number of rows and columns are equal.
∴ The given assignment problem is balanced.
Step 1: Select the smallest element in each row and subtract this from all the elements in its row.
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 47 | 14 | 27 | 0 | 26 |
| 2 | 0 | 7 | 27 | 43 | 59 | 28 | |
| 3 | 0 | 12 | 33 | 24 | 5 | 5 | |
| 4 | 8 | 13 | 11 | 15 | 0 | 6 | |
| 5 | 3 | 14 | 13 | 0 | 4 | 17 | |
| 6 | 52 | 10 | 10 | 30 | 21 | 0 | |
Step 2: Select the smallest element in each column and subtract this from all the elements in its column.
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 8 | 6 | 1 | 15 | 0 | 6 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Step 3: Examine the rows with exactly one zero, mark the zero by □ mark other zeros, in its column by X
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 8 | 6 | 1 | 15 | 0 | 6 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Step 4: Examine the Columns with exactly one zero. If there is exactly one zero, mark that zero by □ mark other zeros in its rows by X
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 8 | 6 | 1 | 15 | 0 | 6 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Step 5: Cover all the zeros of table 4 with five lines. Since three assignments were made
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 8 | 6 | 1 | 15 | 0 | 6 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Step 6: Develop the new revised tableau. Examine those elements that are not covered by a line in Table 5. Take the smallest element. This is l(one) in our case. By subtracting 1 from the uncovered cells.
| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 8 | 6 | 1 | 15 | 0 | 6 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Step 7: Go to step 3 and repeat the procedure until you arrive at an optimal assignments.
Step 8: Determine an assignment
| Depots | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
| From | 1 | 16 | 40 | 4 | 27 | 0 | 26 |
| 2 | 0 | 0 | 17 | 43 | 59 | 28 | |
| 3 | 0 | 5 | 23 | 24 | 5 | 5 | |
| 4 | 7 | 5 | 0 | 14 | 0 | 5 | |
| 5 | 3 | 7 | 3 | 0 | 4 | 17 | |
| 6 | 52 | 3 | 0 | 30 | 21 | 0 | |
Here all the six assignments have been made.
The optimal assignment schedule and total distance is
| From | To | Total Distance |
| 1 | 11 | 15 |
| 2 | 8 | 19 |
| 3 | 7 | 17 |
| 4 | 9 | 38 |
| 5 | 10 | 16 |
| 6 | 12 | 20 |
| Total | 125 | |
∴The optimum Distance (minimum) = 125 kms
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Jobs
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