1. Customers arrive to the checkout area of New Navy a rate of 80 customers per hour. The inter- arrival times are exponentially distributed. At the checkout area, the service time of each customer is exponentially distributed, and on average each cashier can serve 10 customers per hour. The store has hired 12 cashiers to checkout customers and the checkout area consists of a single pool of cashiers with one common line in front of them. a. What is the probability that a customer's service time is less than 12 minutes? b. How long do customers have to wait in the queue on average, in seconds? Please use the La table (not the M/M/s spreadsheet), and show your work. c. What is the average total number of customers in the checkout area? This includes the customers who are waiting to be checked out and the customers being checked out. Please use the Lg table (not the M/M/s spreadsheet), and show your work. d. New Navy is considering having 13 cashiers instead of 12. An extra cashier will cost an extra $10/hour. New Navy believes that for each second that the average waiting time in the queue improves, their revenue will increase by $1/hour. (Note that this improvement is in total, not per customer.) Should they hire an extra cashier to have 13 instead of 12? (You can use the MMS spreadsheet for this question, but please explain your answer.) e. Suppose now that New Navy decides to replace the single common line for its customers with 12 separate lines, one line in front of each of the 12 cashiers. What is now the average number of customers waiting to be checked out? This only includes the customers who are waiting to be checked out (not the customers being served).
1. Customers arrive to the checkout area of New Navy a rate of 80 customers per hour. The inter- arrival times are exponentially distributed. At the checkout area, the service time of each customer is exponentially distributed, and on average each cashier can serve 10 customers per hour. The store has hired 12 cashiers to checkout customers and the checkout area consists of a single pool of cashiers with one common line in front of them. a. What is the probability that a customer's service time is less than 12 minutes? b. How long do customers have to wait in the queue on average, in seconds? Please use the La table (not the M/M/s spreadsheet), and show your work. c. What is the average total number of customers in the checkout area? This includes the customers who are waiting to be checked out and the customers being checked out. Please use the Lg table (not the M/M/s spreadsheet), and show your work. d. New Navy is considering having 13 cashiers instead of 12. An extra cashier will cost an extra $10/hour. New Navy believes that for each second that the average waiting time in the queue improves, their revenue will increase by $1/hour. (Note that this improvement is in total, not per customer.) Should they hire an extra cashier to have 13 instead of 12? (You can use the MMS spreadsheet for this question, but please explain your answer.) e. Suppose now that New Navy decides to replace the single common line for its customers with 12 separate lines, one line in front of each of the 12 cashiers. What is now the average number of customers waiting to be checked out? This only includes the customers who are waiting to be checked out (not the customers being served).
A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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Step 1: Write the given information.
VIEWStep 2: Compute the time customers have to wait in the queue on average.
VIEWStep 3: Determine the average total number of customers in the checkout area.
VIEWStep 4: Check whether New Navy should hire 13 cashiers instead of 12.
VIEWStep 5: Determine the average number of customers waiting to be checked out.
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