Advertisements
Advertisements
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?
Advertisements
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
APPEARS IN
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 is given in the following table:
|
Jobs
|
Machines |
|||
|
P |
Q |
R |
S |
|
|
Processing Cost (Rs.)
|
||||
|
A |
31 |
25 |
33 |
29 |
|
B |
25 |
24 |
23 |
21 |
|
C |
19 |
21 |
23 |
24 |
|
D |
38 |
36 |
34 |
40 |
How should the jobs be assigned to the four machines so that the total processing cost is minimum?
Solve the following minimal assignment problem and hence find minimum time where '- ' indicates that job cannot be assigned to the machine :
| Machines | Processing time in hours | ||||
| A | B | C | D | E | |
| M1 | 9 | 11 | 15 | 10 | 11 |
| M2 | 12 | 9 | - | 10 | 9 |
| M3 | - | 11 | 14 | 11 | 7 |
| M4 | 14 | 8 | 12 | 7 | 8 |
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 |
The assignment problem is said to be unbalance if ______
Fill in the blank :
An _______ is a special type of linear programming problem.
State whether the following statement is True or False:
In assignment problem each worker or machine is assigned only one job
Choose the correct alternative:
Number of basic allocation in any row or column in an assignment problem can be
Choose the correct alternative:
In an assignment problem involving four workers and three jobs, total number of assignments possible are
A dairy plant has five milk tankers, I, II, III, IV and V. Three milk tankers are to be used on five delivery routes A, B, C, D and E. The distances (in kms) between the dairy plant and the delivery routes are given in the following distance matrix.
| I | II | III | IV | V | |
| A | 150 | 120 | 175 | 180 | 200 |
| B | 125 | 110 | 120 | 150 | 165 |
| C | 130 | 100 | 145 | 160 | 170 |
| D | 40 | 40 | 70 | 70 | 100 |
| E | 45 | 25 | 60 | 70 | 95 |
How should the milk tankers be assigned to the chilling center so as to minimize the distance travelled?
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.
