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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1573
New Proposed Method for Solving Assignment Problem and
Comparative Study with the Existing Method
Sreeja K S
Assistant Professor, Dept.of Mathematics, Saintgits College Applied Sciences, Pathamuttom, Kerala, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - An assignment problem concerns as to what
happens to the effectiveness function when we associate each
of a number of origins with each of the same number of
destinations. Each resources or facility is to be associated with
one and only one job and associations are to be made insucha
way so as to minimize the total effectiveness. The optimum
allocation for balanced assignment problem is discussedhere.
In this paper, as a method to bring efficiency to solve
assignment problems with new technique is formulated. One
problem is illustrated using new method and result is
compared to Hungarian method.
Key Words: Assignment problem, optimum solution,
Numerical comparison, Hungarian Method, zero
assignment
1. INTRODUCTION
The assignment problem is a special case of transportation
problem in which the objective is to assign a number of
resources to the equal number of activities at a minimum
1.1 PROPOSED METHOD:
Step 1. Find the smallest number (cost) of each row.
Subtract this smallest number from every number in that
row.
Step 2. Find the smallest number (cost) of each column.
Subtract this smallest number from every number in that
column.
Step 3. Now add 1 to all element and we get at least one ones
in each row. Then make assignment in terms of ones.Ifthere
are some rows and columns without assignment. cam
2. NUMERICAL COMPARISON OF EXISTING
METHODS WITH PROPOSED METHOD
1. Solve the following assignment problem using proposed
method
Consider the problem of assigning five jobs to five persons.
The assignment costs are given below
32 26 35 38
27 24 26 32
28 22 25 34
10 10 16 16
The minimum element of each row is subtractedfromeach
element in that row.
6 0 9 12
3 0 2 8
6 0 3 12
0 0 6 6
Find the minimum element of each column and subtract it
from each element in that row. The reduced matrix is as
follows.
6 0 7 6
3 0 0 2
6 0 1 6
0 0 4 0
Now add 1 to all elements
7 1 8 7
4 1 1 3
7 1 2 7
1 1 5 1
The initial assignment is
7 [1] 8 7 √
4 1 [1] 3
7 1 2 7 √
[1] 1 5 1
√
Subtract the smallest element from the uncovered numbers
and then add 1 to the same numbers. Add the smallest
number that lies at the intersectionoftwolinesandleavethe
remaining elements of the matrix unchanged.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1574
5 1 6 5
4 3 1 3
5 1 0 5
1 3 5 1
6 [1] 7 6 √
4 4 [1] 3 √
6 1 1 6 √
[1] 3 5 1
√ √
3 1 7 3
1 4 1 0
3 1 1 3
1 6 8 1
4 [1] 7 4
2 4 1 [1]
4 1 [1] 4
[1] 6 8 1
Here the cost=26+32+25+10=93
2. Solve the following assignment problem using Hungarian
method
32 26 35 38
27 24 26 32
28 22 25 34
10 10 16 16
Subtracting the smallest element of every row from
all elements of that row and subtract the smallest element of
every column from all elements of that column. Then make
zero assignment
6 [0] 7 6
3 0 [0] 2
6 0 1 6
[0] 0 4 0
6 [0] 7 6 √
3 0 [0] 2
6 0 1 6 √
[0] 0 4 0
Subtract the smallest element from the uncovered numbers.
Add the smallest number that lies at the intersection of two
lines and leave the remaining elements of the matrix
unchanged.
5 [0] 6 5
3 1 [0] 2
5 0 0 5
[0] 1 4 0
5 [0] 6 5 √
3 1 [0] 2 √
5 0 0 5 √
[0] 1 4 0
√ √
3 [0] 6 3
1 1 0 [0]
3 0 [0] 3
[0] 3 6 0
Here the cost=26+32+25+10=93
3. CONCLUSION
In this paper, we presented a new method for solving
Assignment problem. Initially, we explained the proposed
algorithm and showed the efficiency of it by numerical
example. And we get the optimal solution which is same as
the optimal solution of Hungarian method. Therefore, this
paper introduces a different approach which is easy to solve
Assignment problem
REFERENCES
[1].D.F. Votaw, 1952, A. Orden, The perssonel assignment
problem, Symposium on Linear Inequalities and
Programming, SCOOP 10, US Air Force, pp. 155-163
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1575
[2] Hamdy A. Tsaha, 2007, Operations Research, an
introduction, 8th Ed.
[3]. M.S. Bazarra, John J. Jarvis, Hanif D. Sherali, 2005, Linear
programming and network flows

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IRJET- New Proposed Method for Solving Assignment Problem and Comparative Study with the Existing Method

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1573 New Proposed Method for Solving Assignment Problem and Comparative Study with the Existing Method Sreeja K S Assistant Professor, Dept.of Mathematics, Saintgits College Applied Sciences, Pathamuttom, Kerala, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - An assignment problem concerns as to what happens to the effectiveness function when we associate each of a number of origins with each of the same number of destinations. Each resources or facility is to be associated with one and only one job and associations are to be made insucha way so as to minimize the total effectiveness. The optimum allocation for balanced assignment problem is discussedhere. In this paper, as a method to bring efficiency to solve assignment problems with new technique is formulated. One problem is illustrated using new method and result is compared to Hungarian method. Key Words: Assignment problem, optimum solution, Numerical comparison, Hungarian Method, zero assignment 1. INTRODUCTION The assignment problem is a special case of transportation problem in which the objective is to assign a number of resources to the equal number of activities at a minimum 1.1 PROPOSED METHOD: Step 1. Find the smallest number (cost) of each row. Subtract this smallest number from every number in that row. Step 2. Find the smallest number (cost) of each column. Subtract this smallest number from every number in that column. Step 3. Now add 1 to all element and we get at least one ones in each row. Then make assignment in terms of ones.Ifthere are some rows and columns without assignment. cam 2. NUMERICAL COMPARISON OF EXISTING METHODS WITH PROPOSED METHOD 1. Solve the following assignment problem using proposed method Consider the problem of assigning five jobs to five persons. The assignment costs are given below 32 26 35 38 27 24 26 32 28 22 25 34 10 10 16 16 The minimum element of each row is subtractedfromeach element in that row. 6 0 9 12 3 0 2 8 6 0 3 12 0 0 6 6 Find the minimum element of each column and subtract it from each element in that row. The reduced matrix is as follows. 6 0 7 6 3 0 0 2 6 0 1 6 0 0 4 0 Now add 1 to all elements 7 1 8 7 4 1 1 3 7 1 2 7 1 1 5 1 The initial assignment is 7 [1] 8 7 √ 4 1 [1] 3 7 1 2 7 √ [1] 1 5 1 √ Subtract the smallest element from the uncovered numbers and then add 1 to the same numbers. Add the smallest number that lies at the intersectionoftwolinesandleavethe remaining elements of the matrix unchanged.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1574 5 1 6 5 4 3 1 3 5 1 0 5 1 3 5 1 6 [1] 7 6 √ 4 4 [1] 3 √ 6 1 1 6 √ [1] 3 5 1 √ √ 3 1 7 3 1 4 1 0 3 1 1 3 1 6 8 1 4 [1] 7 4 2 4 1 [1] 4 1 [1] 4 [1] 6 8 1 Here the cost=26+32+25+10=93 2. Solve the following assignment problem using Hungarian method 32 26 35 38 27 24 26 32 28 22 25 34 10 10 16 16 Subtracting the smallest element of every row from all elements of that row and subtract the smallest element of every column from all elements of that column. Then make zero assignment 6 [0] 7 6 3 0 [0] 2 6 0 1 6 [0] 0 4 0 6 [0] 7 6 √ 3 0 [0] 2 6 0 1 6 √ [0] 0 4 0 Subtract the smallest element from the uncovered numbers. Add the smallest number that lies at the intersection of two lines and leave the remaining elements of the matrix unchanged. 5 [0] 6 5 3 1 [0] 2 5 0 0 5 [0] 1 4 0 5 [0] 6 5 √ 3 1 [0] 2 √ 5 0 0 5 √ [0] 1 4 0 √ √ 3 [0] 6 3 1 1 0 [0] 3 0 [0] 3 [0] 3 6 0 Here the cost=26+32+25+10=93 3. CONCLUSION In this paper, we presented a new method for solving Assignment problem. Initially, we explained the proposed algorithm and showed the efficiency of it by numerical example. And we get the optimal solution which is same as the optimal solution of Hungarian method. Therefore, this paper introduces a different approach which is easy to solve Assignment problem REFERENCES [1].D.F. Votaw, 1952, A. Orden, The perssonel assignment problem, Symposium on Linear Inequalities and Programming, SCOOP 10, US Air Force, pp. 155-163
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 11 | Nov 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 1575 [2] Hamdy A. Tsaha, 2007, Operations Research, an introduction, 8th Ed. [3]. M.S. Bazarra, John J. Jarvis, Hanif D. Sherali, 2005, Linear programming and network flows