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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
APPEARS IN
संबंधित प्रश्न
Solve the following minimal assignment problem :
| Machines | A | B | C | D | E |
| M1 | 27 | 18 | ∞ | 20 | 21 |
| M2 | 31 | 24 | 21 | 12 | 17 |
| M3 | 20 | 17 | 20 | ∞ | 16 |
| M4 | 21 | 28 | 20 | 16 | 27 |
Determine `l_92 and l_93, "given that" l_91 = 97, d_91 = 38 and q_92 = 27/59`
Choose the correct alternative :
In an assignment problem if number of rows is greater than number of columns then
State whether the following statement is True or False:
In assignment problem, if number of columns is greater than number of rows, then a dummy row is added
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:
Number of basic allocation in any row or column in an assignment problem can be
Choose the correct alternative:
The solution for an assignment problem is optimal if
Choose the correct alternative:
In an assignment problem involving four workers and three jobs, total number of assignments possible are
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 plant manager has four subordinates and four tasks to perform. The subordinates differ in efficiency and task differ in their intrinsic difficulty. Estimates of the time subordinate would take to perform tasks are given in the following table:
| I | II | III | IV | |
| A | 3 | 11 | 10 | 8 |
| B | 13 | 2 | 12 | 2 |
| C | 3 | 4 | 6 | 1 |
| D | 4 | 15 | 4 | 9 |
Complete the following activity to allocate tasks to subordinates to minimize total time.
Solution:
Step I: Subtract the smallest element of each row from every element of that row:
| I | II | III | IV | |
| A | 0 | 8 | 7 | 5 |
| B | 11 | 0 | 10 | 0 |
| C | 2 | 3 | 5 | 0 |
| D | 0 | 11 | 0 | 5 |
Step II: Since all column minimums are zero, no need to subtract anything from columns.
Step III: Draw the minimum number of lines to cover all zeros.
| I | II | III | IV | |
| A | 0 | 8 | 7 | 5 |
| B | 11 | 0 | 10 | 0 |
| C | 2 | 3 | 5 | 0 |
| D | 0 | 11 | 0 | 5 |
Since minimum number of lines = order of matrix, optimal solution has been reached
Optimal assignment is A →`square` B →`square`
C →IV D →`square`
Total minimum time = `square` hours.
