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Question
The objective of an assignment problem is to assign ______.
Options
Number of jobs to equal number of persons at maximum cost.
Number of jobs to equal number of persons at minimum cost.
Only the maximize cost.
Only to minimize cost.
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Solution
The objective of an assignment problem is to assign number of jobs to equal number of persons at minimum cost.
Explanation:
- The goal of the assignment problem, which is a type of optimization problem, is to find the best way to give tasks (jobs) to different people.
- The goal is generally to cut costs as much as possible or to be as efficient and productive as possible while making sure that each task is given to the right person and that person does it. A lot of people use the Hungarian way to quickly solve their homework problems.
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| 1 | 2 | 3 | 4 | ||
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| Q | 13 | 28 | 4 | 26 | |
| R | 38 | 19 | 18 | 15 | |
| S | 9 | 26 | 24 | 10 | |
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| To | |||||||
| 7 | 8 | 9 | 10 | 11 | 12 | ||
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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.
