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प्रश्न
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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उत्तर
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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संबंधित प्रश्न
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 |
Fill in the blank :
When an assignment problem has more than one solution, then it is _______ optimal solution.
State whether the following is True or False :
It is not necessary to express an assignment problem into n x n matrix.
Solve the following problem :
A plant manager has four subordinates, and four tasks to be performed. The subordinates differ in efficiency and the tasks differ in their intrinsic difficulty. This estimate of the time each man would take to perform each task is given in the effectiveness matrix below.
| I | II | III | IV | |
| A | 7 | 25 | 26 | 10 |
| B | 12 | 27 | 3 | 25 |
| C | 37 | 18 | 17 | 14 |
| D | 18 | 25 | 23 | 9 |
How should the tasks be allocated, one to a man, as to minimize the total man hours?
Choose the correct alternative:
The assignment problem is generally defined as a problem of ______
Choose the correct alternative:
Assignment Problem is special case of ______
A computer centre has got three expert programmers. The centre needs three application programmes to be developed. The head of the computer centre, after studying carefully the programmes to be developed, estimates the computer time in minitues required by the experts to the application programme as follows.
| Programmers | ||||
| P | Q | R | ||
| Programmers | 1 | 120 | 100 | 80 |
| 2 | 80 | 90 | 110 | |
| 3 | 110 | 140 | 120 | |
Assign the programmers to the programme in such a way that the total computer time is least.
Choose the correct alternative:
The solution for an assignment problem is optimal if
A job production unit has four jobs P, Q, R, and S which can be manufactured on each of the four machines I, II, III, and IV. The processing cost of each job for each machine is given in the following table:
| Job | Machines (Processing cost in ₹) |
|||
| I | II | III | IV | |
| P | 31 | 25 | 33 | 29 |
| Q | 25 | 24 | 23 | 21 |
| R | 19 | 21 | 23 | 24 |
| S | 38 | 36 | 34 | 40 |
Find the optimal assignment to minimize the total processing cost.
A job production unit has four jobs P, Q, R, S which can be manufactured on each of the four machines I, II, III and IV. The processing cost of each job for each machine is given in the following table :
| Job | Machines (Processing cost in ₹) |
|||
| I | II | III | IV | |
| P | 31 | 25 | 33 | 29 |
| Q | 25 | 24 | 23 | 21 |
| R | 19 | 21 | 23 | 24 |
| S | 38 | 36 | 34 | 40 |
Complete the following activity to find the optimal assignment to minimize the total processing cost.
Solution:
Step 1: Subtract the smallest element in each row from every element of it. New assignment matrix is obtained as follows :
| Job | Machines (Processing cost in ₹) |
|||
| I | II | III | IV | |
| P | 6 | 0 | 8 | 4 |
| Q | 4 | 3 | 2 | 0 |
| R | 0 | 2 | 4 | 5 |
| S | 4 | 2 | 0 | 6 |
Step 2: Subtract the smallest element in each column from every element of it. New assignment matrix is obtained as above, because each column in it contains one zero.
Step 3: Draw minimum number of vertical and horizontal lines to cover all zeros:
| Job | Machines (Processing cost in ₹) |
|||
| I | II | III | IV | |
| P | 6 | 0 | 8 | 4 |
| Q | 4 | 3 | 2 | 0 |
| R | 0 | 2 | 4 | 5 |
| S | 4 | 2 | 0 | 6 |
Step 4: From step 3, as the minimum number of straight lines required to cover all zeros in the assignment matrix equals the number of rows/columns. Optimal solution has reached.
Examine the rows one by one starting with the first row with exactly one zero is found. Mark the zero by enclosing it in (`square`), indicating assignment of the job. Cross all the zeros in the same column. This step is shown in the following table :
| Job | Machines (Processing cost in ₹) |
|||
| I | II | III | IV | |
| P | 6 | 0 | 8 | 4 |
| Q | 4 | 3 | 2 | 0 |
| R | 0 | 2 | 4 | 5 |
| S | 4 | 2 | 0 | 6 |
Step 5: It is observed that all the zeros are assigned and each row and each column contains exactly one assignment. Hence, the optimal (minimum) assignment schedule is :
| Job | Machine | Min.cost |
| P | II | `square` |
| Q | `square` | 21 |
| R | I | `square` |
| S | III | 34 |
Hence, total (minimum) processing cost = 25 + 21 + 19 + 34 = ₹`square`
