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164   CHAPTER 4 LINEAR PROGRAMMING APPLICATIONS



                      Table 4.12 Advertising Media Alternatives for LDC
                                                                               Maximum Times      Exposure
                                           Number of Potential   Cost (£)per     Available per     Quality
                      Advertising Media    Customers Reached   Advertisement       Month *         Units
                      1. Daytime TV (1 min)       1 000             1 500            15              65
                      2. Evening TV (30 sec)      2 000             3 000            10              90
                      3. Daily newspaper (full    1 500              400             25              40
                        page)
                      4. Sunday newspaper         2 500             1 000             4              60
                        magazine (½ page
                        colour)
                      5. Radio, 8:00 A.M.or        300               100             30              20
                        5:00 P.M. news
                        (30 sec)
                      * The maximum number of times the medium is available is either the maximum number of times the advertising medium
                      occurs (e.g., four Sundays per month or the maximum number of times BP&J recommends that the medium be used).


                                     The data on quality of exposure in Table 4.12 show that each daytime TV (DTV)
                                     advertisement is rated at 65 exposure quality units. Thus, an advertising plan
                                     with DTV advertisements will provide a total of 65DTV exposure quality units.
                                     Continuing with the data in Table 4.12, we find evening TV (ETV) rated at 90
                                     exposure quality units, daily newspaper (DN) rated at 40 exposure quality units,
                                     Sunday newspaper (SN) rated at 60 exposure quality units and radio (R) rated at
                                     20 exposure quality units. With the objective of maximizing the total exposure
                                     quality units for the overall media selection plan, the objective function becomes:

                                               Max  65DTV þ 90ETV þ 40DN þ 60SN þ 20R  Exposure quality

                                     We now formulate the constraints for the model from the information given:
                                                                                           9
                                         DTV                                           15  >
                                                                                           >
                                                                                           >
                                                                                           >
                                                                                           >
                                                  ETV                                  10  >
                                                                                           =
                                                           DN                          25   Availability of media
                                                                                           >
                                                                                           >
                                                                   SN                  4   >
                                                                                           >
                                                                                           >
                                                                                           >
                                                                          R            30  ;
                                     1500DTV þ 3000ETV þ 400DN þ 1000SN þ 100R     30 000 Budget

                                         DTV þ    ETV                                 10
                                                                                          Television restrictions
                                     1500DTV þ 3000ETV                             18 000
                    Care must be taken to
                    ensure the linear  1000DTV þ 2000ETV þ 1500DN þ 2500SN þ 300R    50 000 Customers reached
                    programming model    DTV; ETV; DN; SN; R   0
                    accurately reflects the
                    real problem. Always
                    review your formulation  The optimal solution to this five-variable, nine-constraint linear programming model
                    thoroughly before  is shown in Figure 4.6; a summary is presented in Table 4.13.
                    attempting to solve the
                    model.             The optimal solution calls for advertisements to be distributed among daytime
                                     TV, daily newspaper, Sunday newspaper and radio. The maximum number of
                    Problem 1 provides  exposure quality units is 2370, and the total number of customers reached is
                    practise at formulating a
                    similar media selection  61 500. The Reduced Costs column in Figure 4.1 indicates that the number of
                    model.           exposure quality units for evening TV would have to increase by at least 65
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