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314   CHAPTER 7 TRANSPORTATION, ASSIGNMENT AND TRANSSHIPMENT PROBLEMS



                                      Table 7.30 Estimated Profit for the Salisbury Department-Location Combinations
                                                                              Location
                                      Department            1          2          3          4         5

                                      Shoe                 10           6        12          8         0
                                      Toy                  15          M          5          11        0
                                      Auto parts           17          10        13          M         0
                                      Housewares           14          12        13          10        0
                                      Video                14          16         6          12        0




                                     Unacceptable Assignments      As an illustration of how we can handle
                                     unacceptable assignments, suppose that in the Salisbury Discounts assignment
                                     problem the store manager believed that the toy department should not be
                                     considered for location 2 and that the auto parts department should not be
                                     considered for location 4. Essentially the store manager is saying that, based on
                                     other considerations, such as size of the area, adjacent departments and so on, these
                                     two assignments are unacceptable alternatives.
                                       Using the same approach for the assignment problem as we did for the trans-
                                     portation problem, we define a value of M for unacceptable minimization assign-
                                     ments and a value of  M for unacceptable maximization assignments, where M is an
                                     arbitrarily large value. In fact, we assume M to be so large that M plus or minus any
                                     value is still extremely large. So, an M-valued cell in an assignment matrix retains its
                                     M value throughout the matrix reduction calculations. An M-valued cell can never
                                     be zero, so it can never be an assignment in the final solution.
                                       The Salisbury Discounts assignment problem with the two unacceptable assign-
                                     ments is shown in Table 7.30. When this assignment matrix is converted to an
                                     opportunity loss matrix, the  M profit value will be changed to M.



                                      Transshipment Problem: The Network Model and a Linear
                               7.5
                                      Programming Formulation


                                     The transshipment problem is an extension of the transportation problem in which
                                     intermediate nodes, referred to as transshipment nodes, are added to account for
                                     locations such as warehouses. In this more general type of distribution problem, ship-
                                     ments may be made between any pair of the three general types of nodes: origin nodes,
                                     transshipment nodes and destination nodes. For example, the transshipment problem
                                     permits shipments of goods from origins to transshipment nodes and on to destina-
                                     tions, from one origin to another origin, from one transshipment location to another,
                                     from one destination location to another and directly from origins to destinations.
                                       As was true for the transportation problem, the supply available at each origin is
                                     limited and the demand at each destination is specified. The objective in the trans-
                                     shipment problem is to determine how many units should be shipped over each arc
                                     in the network so that all destination demands are satisfied with the minimum
                                     possible transportation cost.
                                       We shall use the following scenario. Ryan Pharmaceuticals manufactures specialist
                                     medical supplies and has facilities just outside Geneva and also in Stockholm. It is
                                     currently reviewing its supply activities to the UK’s National Health Service (NHS). The





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