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Tamil Nadu Board of Secondary EducationHSC Commerce Class 12

Find the optimal solution for the assignment problem with the following cost matrix. Area 1 2 3 4 P 11 17 8 16 Salesman Q 9 7 12 6 R 13 16 15 12 S 14 10 12 11 - Business Mathematics and Statistics

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Question

Find the optimal solution for the assignment problem with the following cost matrix.

    Area
    1 2 3 4
  P 11 17 8 16
Salesman Q 9 7 12 6
  R 13 16 15 12
  S 14 10 12 11
Chart
Sum

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.

    Area
    1 2 3 4
  P 3 9 0 8
Salesman Q 3 1 6 0
  R 1 4 3 0
  S 4 0 2 1

Step 2: Select the smallest element in each column and subtract this from all the elements in its column.

    Area
    1 2 3 4
  P 2 9 0 8
Salesman Q 2 1 6 0
  R 0 4 3 0
  S 3 0 2 1

Step 3: (Assignment)
Examine the rows with exactly one zero. Mark the zero by □ Mark other zeros in its column by X

    Area
    1 2 3 4
  P 2 9 0 8
Salesman Q 2 1 6 0
  R 0 4 3 0
  S 3 0 2 1

Thus all the four assignments have been made.

The optimal assignment schedule and total cost.

Salesman Area Cost
P 3 8
Q 4 6
R 1 13
S 2 10
Total 37

The Optimum cost (minimum) = ₹ 37

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Chapter 10: Operations Research - Exercise 10.2 [Page 256]

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Samacheer Kalvi Business Mathematics and Statistics [English] Class 12 TN Board
Chapter 10 Operations Research
Exercise 10.2 | Q 7 | Page 256

RELATED QUESTIONS

Solve the following minimal assignment problem and hence find minimum time where  '- ' indicates that job cannot be assigned to the machine : 

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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

A departmental head has three jobs and four subordinates. The subordinates differ in their capabilities and the jobs differ in their work
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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
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Five different machines can do any of the five required jobs, with different profits resulting from each assignment as shown below:

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1 30 37 40 28 40
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Find the optimal assignment schedule.


The assignment problem is said to be unbalance if ______


Choose the correct alternative:

The assignment problem is generally defined as a problem of ______


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


Choose the correct alternative:

If number of sources is not equal to number of destinations, the assignment problem is called ______


A car hire company has one car at each of five depots a, b, c, d and e. A customer in each of the fine towers A, B, C, D and E requires a car. The distance (in miles) between the depots (origins) and the towers(destinations) where the customers are given in the following distance matrix.

  a b c d e
A 160 130 175 190 200
B 135 120 130 160 175
C 140 110 155 170 185
D 50 50 80 80 110
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How should the cars be assigned to the customers 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.


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