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Question
Assign four trucks 1, 2, 3 and 4 to vacant spaces A, B, C, D, E and F so that distance travelled is minimized. The matrix below shows the distance.
| 1 | 2 | 3 | 4 | |
| A | 4 | 7 | 3 | 7 |
| B | 8 | 2 | 5 | 5 |
| C | 4 | 9 | 6 | 9 |
| D | 7 | 5 | 4 | 8 |
| E | 6 | 3 | 5 | 4 |
| F | 6 | 8 | 7 | 3 |
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Solution
Since the number of columns is less than the number of rows, the given assignment problem is unbalanced one.
To balance it, introduce two dummy columns with all the entries zeros.
The revised assignment problem is
| Trucks | |||||
| 1 | 2 | 3 | 4 | ||
| A | 4 | 7 | 3 | 7 | |
| B | 8 | 2 | 5 | 5 | |
| Vacant Spaces | C | 4 | 9 | 6 | 9 |
| D | 7 | 5 | 4 | 8 | |
| E | 6 | 3 | 5 | 4 | |
| F | 6 | 8 | 7 | 3 | |
Here only 4 tasks can be assigned to 4 vacant spaces.
Step 1: It is not necessary, since each row contains zero entry. Go to step 2.
| Trucks | |||||||
| 1 | 2 | 3 | 4 | d1 | d2 | ||
| A | 0 | 5 | 0 | 4 | 0 | 0 | |
| B | 4 | 0 | 2 | 2 | 0 | 0 | |
| Vacant Spaces | C | 0 | 7 | 3 | 6 | 0 | 0 |
| D | 3 | 3 | 1 | 5 | 0 | 0 | |
| E | 2 | 1 | 2 | 1 | 0 | 0 | |
| F | 2 | 6 | 4 | 0 | 0 | 0 | |
Step 3: (Assignment)
Since each row contains more than one zeros. Go to step 4.
Step 4: Examine the columns with exactly one zero, mark the zero by □ Mark other zeros in its rows by X.
| Trucks | |||||||
| 1 | 2 | 3 | 4 | d1 | d2 | ||
| A | 0 | 5 | 0 | 4 | 0 | 0 | |
| B | 4 | 0 | 2 | 2 | 0 | 0 | |
| Vacant Spaces | C | 0 | 7 | 3 | 6 | 0 | 0 |
| D | 3 | 3 | 1 | 5 | 0 | 0 | |
| E | 2 | 1 | 2 | 1 | 0 | 0 | |
| F | 2 | 6 | 4 | 0 | 0 | 0 | |
| Trucks | |||||||
| 1 | 2 | 3 | 4 | d1 | d2 | ||
| A | 0 | 5 | 0 | 4 | 0 | 0 | |
| B | 4 | 0 | 2 | 2 | 0 | 0 | |
| Vacant Spaces | C | 0 | 7 | 3 | 6 | 0 | 0 |
| D | 3 | 3 | 1 | 5 | 0 | 0 | |
| E | 2 | 1 | 2 | 1 | 0 | 0 | |
| F | 2 | 6 | 4 | 0 | 0 | 0 | |
Step 5: Here all the four assignments have been made we can assign d1 for D then we will get d2 for E.
| Trucks | |||||||
| 1 | 2 | 3 | 4 | d1 | d2 | ||
| A | 0 | 5 | 0 | 4 | 0 | 0 | |
| B | 4 | 0 | 2 | 2 | 0 | 0 | |
| Vacant Spaces | C | 0 | 7 | 3 | 6 | 0 | 0 |
| D | 3 | 3 | 1 | 5 | 0 | 0 | |
| E | 2 | 1 | 2 | 1 | 0 | 0 | |
| F | 2 | 6 | 4 | 0 | 0 | 0 | |
The optimal assignment schedule and total distance is
| Vacant | Trucks | Total distances |
| A | 3 | 3 |
| B | 2 | 2 |
| C | 1 | 4 |
| D | d1 | 0 |
| E | d2 | 0 |
| F | 4 | 3 |
| Total | 12 | |
∴ The Optimum Distant (minimum) = 12 units.
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RELATED QUESTIONS
A job production unit has four jobs A, B, C, D which can be manufactured on each of the four machines P, Q, R and S. The processing cost of each job for each machine is given in the following table:
| Jobs | Machines (Processing Cost in ₹) |
|||
| P | Q | R | S | |
| A | 31 | 25 | 33 | 29 |
| B | 25 | 24 | 23 | 21 |
| C | 19 | 21 | 23 | 24 |
| D | 38 | 36 | 34 | 40 |
Find the optimal assignment to minimize the total processing cost.
Five wagons are available at stations 1, 2, 3, 4, and 5. These are required at 5 stations I, II, III, IV, and V. The mileage between various stations are given in the table below. How should the wagons be transported so as to minimize the mileage covered?
| I | II | III | IV | V | |
| 1 | 10 | 5 | 9 | 18 | 11 |
| 2 | 13 | 9 | 6 | 12 | 14 |
| 3 | 3 | 2 | 4 | 4 | 5 |
| 4 | 18 | 9 | 12 | 17 | 15 |
| 5 | 11 | 6 | 14 | 19 | 10 |
Five different machines can do any of the five required jobs, with different profits resulting from each assignment as shown below:
| Job | Machines (Profit in ₹) | ||||
| A | B | C | D | E | |
| 1 | 30 | 37 | 40 | 28 | 40 |
| 2 | 40 | 24 | 27 | 21 | 36 |
| 3 | 40 | 32 | 33 | 30 | 35 |
| 4 | 25 | 38 | 40 | 36 | 36 |
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Find the optimal assignment schedule.
If the given matrix is ______ matrix, the assignment problem is called balanced problem
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| 1 | 2 | 3 | 4 | ||
| Subordinates | P | 8 | 26 | 17 | 11 |
| Q | 13 | 28 | 4 | 26 | |
| R | 38 | 19 | 18 | 15 | |
| S | 9 | 26 | 24 | 10 | |
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| a | b | c | d | e | |
| A | 160 | 130 | 175 | 190 | 200 |
| B | 135 | 120 | 130 | 160 | 175 |
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