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460   CHAPTER 11 QUEUING MODELS



                                      Table 11.3 Operating Characteristics for the Dome System with the Mean
                                      Service Rate Increased to   ¼ 1.25 Customers Per Minute
                                      Probability of no customers in the system             0.400
                                      Average number of customers in the queue              0.900
                                      Average number of customers in the system             1.500
                                      Average time in the queue                             1.200 minutes
                                      Average time in the system                            2.000 minutes
                                      Probability that an arriving customer has to wait     0.600
                                      Probability that seven or more customers are in the system  0.028



                                       After reviewing the operating characteristics provided by the waiting line
                                     model, Dome’s management concluded that improvements designed to reduce
                                     waiting times are desirable. To make improvements in the queuing operation,
                                     analysts often focus on ways to improve the service rate. Generally, service
                                     rate improvements are obtained by making either or both the following
                                     changes:
                                       1 Increase the mean service rate   by making a creative design change or by
                                         using new technology.
                                       2 Add service channels so that more customers can be served simultaneously.
                                     Assume that in considering alternative 1, Dome’s management decides to employ an
                                     order filler who will assist the order taker at the cash register. The customer begins the
                                     service process by placing the order with the order taker. As the order is placed, the
                                     order taker announces the order over an intercom system, and the order filler begins
                                     filling the order. When the order is completed, the order taker handles the money,
                                     while the order filler continues to fill the order. With this design, the Dome’s manage-
                                     ment estimates the mean service rate can be increased from the current service rate of
                                     60 customers per hour to 75 customers per hour. Thus, the mean service rate for the
                                     revised system is   ¼ 75 customers/60 minutes ¼ 1.25 customers per minute. For
                                     l ¼ 0.75 customers per minute and   ¼ 1.25 customers per minute, Equations
                                     (11.4) through (11.10) can be used to provide the new operating characteristics for
                                     the Dome queue. These operating characteristics are summarized in Table 11.3.
                                       The information in Table 11.3 indicates that all operating characteristics have
                                     improved because of the increased service rate. In particular, the average time a
                                     customer spends in the queue has been reduced from three to 1.2 minutes and the
                                     average time a customer spends in the system has been reduced from four to two
                                     minutes. Are any other alternatives available that the Dome can use to increase the
                                     service rate? If so, and if the mean service rate   can be identified for each
                                     alternative, Equations (11.4) through (11.10) can be used to determine the revised
                    Problem 7 asks you to
                    determine whether a  operating characteristics and any improvements in the queuing system. The added
                    change in the mean  cost of any proposed change can be compared to the corresponding service
                    service rate will meet the  improvements to help the manager determine whether the proposed service
                    company’s service
                    guideline for its  improvements are worthwhile.
                    customers.         As mentioned previously, another option often available is to provide one or
                                     more additional service channels so that more than one customer may be served at
                                     the same time. The extension of the single-channel queuing model to the multiple-
                                     channel queuing model is the topic of the next section.









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