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Unit 7: Assignment Problem – Balanced




          Hungarian method of solving assignment problems is based on two important properties:  Notes
          1.   In given cost matrix, if a constant quantity is added or subtracted from every element of
               any row  or column, an assignment  that minimizes  the  total  cost in  one matrix also
               minimizes the total cost in the other.
          2.   For an assignment problem having all non-negative cost, a solution  having zero total cost
               is an optimum solution.

                 Example: Hungarian Approach

                         th
          Let U  denote the i  row constant which is added to i  row elements and V denote the j  column
                                                    th
                                                                               th
              i                                                      j
          constant which is added to elements of j  column.
                                          th
                                    I         II         III      IV         Ui
                           A        10        12         19        11      U1 = 10

                           B        5         10         7         8       U2 = 5
              Tasks
                           C        12        14         13        11      U3 = 8
                           D        8         15         11        9       U4 = 2
                           Vj     V1 = 5     V2 = 8    V3 = 7    V4 = 9

                                                     Total U  = U  = 25
                                                                i
                                                           i
                                                     Total V = V = 29
                                                           j    j
          First of all, we will add U  to all the rows.
                               is
                              I              II              III             IV

                A            20              22              29              21
                B            10              15              12              13
                C            20              22              21              19

                D            10              17              13              11

                Vj          V1 = 5          V2 = 8          V3 = 7          V4 = 9

          Now, we shall add V  to all the columns.
                           js
                              I              II              III             IV
                A            25              20              36              30
                B            15              23              19              22
                C            25              30              28              28
                D            15              25              20              20
          Now, we will find the minimum cost of assignment for this problem.

                              I              II              III             IV
                A             0               5              11              5
                B             0               8              4               7
                C             0               5              3               3
                D             0              10              5               5






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