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282   CHAPTER 7 TRANSPORTATION, ASSIGNMENT AND TRANSSHIPMENT PROBLEMS



                                      Table 7.1 Transportation Cost Per Unit for the Foster Electronics Transportation
                                      Problem (Euros)
                                                                            Destination

                                      Origin           Boston      Dubai      Singapore      London
                                      Czech Republic     3           2            7             6
                                      Brazil             7           5            2             3
                                      China              2           5            4             5


                                     Because the objective of the transportation problem is to minimize the total trans-
                                     portation cost, we can use the cost data in Table 7.1 or on the arcs in Figure 7.1 to
                                     develop the following cost expressions:

                                      Transportations costs for units shipped from Czech Republic ¼ 3x 11 þ 2x 12 þ 7x 13 þ 6x 14
                                               Transportation costs for units shipped from Brazil ¼ 7x 21 þ 5x 22 þ 2x 23 þ 3x 24
                                               Transportation costs for units shipped from China ¼ 2x 31 þ 5x 32 þ 4x 33 þ 5x 34
                                     The sum of these expressions provides the objective function showing the total
                                     transportation cost for Foster Electronics.
                                       Transportation problems need constraints because each origin has a limited
                                     supply and each destination has a specific demand. We will consider the supply
                                     constraints first. The capacity at the Czech Republic plant is 5000 units. With the
                                     total number of units shipped from the Czech Republic plant expressed as x 11 +
                                     x 12 + x 13 + x 14 , the supply constraint for the Czech Republic plant is:
                                                    x 11 þ x 12 þ x 13 þ x 14   5000 Czech Republic supply
                                     With three origins (plants), the Foster transportation problem has three supply
                                     constraints. Given the capacity of 6000 units at the Brazil plant and 2500 units at
                                     the China plant, the two additional supply constraints are:

                                                        x 21 þ x 22 þ x 23 þ x 24   6000 Brazil supply
                                                        x 31 þ x 32 þ x 33 þ x 34   2500 China supply

                    To obtain a feasible  With the four distribution centres as the destinations, four demand constraints
                    solution, the total supply  are needed to ensure that destination demands will be satisfied:
                    must be greater than or
                    equal to the total                  x 11 þ x 21 þ x 31 ¼ 6000 Boston demand
                    demand.
                                                        x 12 þ x 22 þ x 32 ¼ 4000 Dubai demand
                                                        x 13 þ x 23 þ x 33 ¼ 2000 Singapore demand
                                                        x 14 þ x 24 þ x 34 ¼ 1500 London demand
                                       Combining the objective function and constraints into one model provides a 12-
                                     variable, seven-constraint linear programming formulation of the Foster Electronics
                                     transportation problem:

                                      Min  3x 11 þ 2x 12 þ 7x 13 þ 6x 14 þ 7x 21 þ 5x 22 þ 2x 23 þ 3x 24 þ 2x 31 þ 5x 32 þ 4x 33 þ 5x 34
                                      s:t:
                                           x 11 þ x 12 þ x 13 þ x 14                                   5000
                                                                x 21 þ x 22 þ x 23 þ x 24              6000
                                                                                    x 31 þ x 32 þ x 33 þ x 34   2500
                                           x 11              þ x 21              þ x 31              ¼ 6000
                                                x 12              þ x 22              þ x 32         ¼ 4000
                                                     x 13              þ x 23              þ x 33    ¼ 2000
                                                           x 14              þx 24              þ x 34 ¼ 1500
                                      x ij   0     for i ¼ 1; 2; 3; j ¼ 1; 2; 3; 4



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