Deck 12: Waiting Lines and Queuing Theory Models
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Deck 12: Waiting Lines and Queuing Theory Models
1
An M/M/2 model has Poisson arrivals exponential service times and two channels.
True
2
Service times often follow a Poisson distribution.
False
3
Limited calling populations are assumed for most queuing models.
False
4
A goal of many waiting line problems is to help a firm find the ideal level of services that minimize the cost of waiting and the cost of providing the service.
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5
On a practical note-if we are using waiting line analysis to study customers calling a telephone number for service,balking is probably not an issue.
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6
On a practical note-we should probably view the checkout counters in a grocery store as a set of single channel systems.
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7
The wait time for a single-channel system is more than twice that for a two-channel system using two servers working at the same rate as the single server.
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8
On a practical note-if we are using waiting line analysis to study cars passing through a single tollbooth,reneging is probably not an issue.
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9
Arrivals are random when they are dependent on one another and can be predicted.
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10
The goal of most waiting line problems is to identify the service level that minimizes service cost.
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11
If we are studying the arrival of automobiles at a highway toll station,we can assume an infinite calling population.
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12
A bank with a single queue to move customers to several tellers is an example of a single-channel system.
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13
The three basic components of a queuing process are arrivals,service facilities,and the actual waiting line.
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14
The study of waiting lines is called queuing theory.
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15
In a single-channel,single-phase system,reducing the service time only reduces the total amount of time spent in the system,not the time spent in the queue.
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16
On a practical note-if we were to study the waiting lines in a hair salon that had only five chairs for patrons waiting,we should use an infinite queue waiting line model.
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17
One difficulty in waiting line analysis is that it is sometimes difficult to place a value on customer waiting time.
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18
When looking at the arrivals at the ticket counter of a movie theater,we can assume an unlimited queue.
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19
An "infinite calling population" occurs when the likelihood of a new arrival depends upon the number of past arrivals.
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20
Two characteristics of arrivals are the line length and queue discipline.
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21
Frequently in queuing problems,the number of arrivals per unit of time can be estimated by a probability distribution known as the Poisson distribution.
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22
An automatic car wash is an example of a constant service time model.
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23
The Basic Kendall notation is based on arrival time distribution,service time distribution,and cost characteristics.
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24
Queuing theory had its beginning in the research work of
A)Albert Einstein.
B)A.K.Erlang.
C)J.K.Rowling.
D)P.K.Poisson.
E)A.K.Cox.
A)Albert Einstein.
B)A.K.Erlang.
C)J.K.Rowling.
D)P.K.Poisson.
E)A.K.Cox.
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25
Balking customers are those who enter the queue but then become impatient and leave without completing the transaction.
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26
A hospital ward with only 30 beds could be modeled using a finite population model.
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27
The arrivals or inputs to the system are sometimes referred to as the calling population.
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28
A queue system is in a transient state before the steady state is reached.
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29
If we are using a simulation queuing model,we still have to abide by the assumption of a Poisson arrival rate,and negative exponential service rate.
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30
A finite population model differs from an infinite population model because there is a random relationship between the length of the queue and the arrival rate.
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31
Using a simulation model allows one to ignore the common assumptions required to use analytical models.
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32
Assume that we are using a waiting line model to analyze the number of service technicians required to maintain machines in a factory.Our goal should be to
A)maximize productivity of the technicians.
B)minimize the number of machines needing repair.
C)minimize the downtime for individual machines.
D)minimize the percent of idle time of the technicians.
E)minimize the total cost (cost of maintenance plus cost of downtime).
A)maximize productivity of the technicians.
B)minimize the number of machines needing repair.
C)minimize the downtime for individual machines.
D)minimize the percent of idle time of the technicians.
E)minimize the total cost (cost of maintenance plus cost of downtime).
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33
A transient state is the normal operating condition of the queuing system.
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34
In the multichannel model (M/M/m),we must assume that the average service time for all channels is the same.
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35
In a constant service time model,both the average queue length and average waiting time are halved.
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36
Queuing theory had its beginning in the research work of Albert Einstein.
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37
Little's Flow Equations are applicable for single-channel systems only.
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38
Little's Flow Equations are advantageous because if one characteristic of the operating system is known,the other characteristics can be easily found.
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39
The percent idle time is equal to 1 minus the utilization factor.
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40
An (M/D/1)queuing model is classified as probabilistic.
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41
An arrival in a queue that reneges is one who
A)after joining the queue,becomes impatient and leaves.
B)refuses to join the queue because it is too long.
C)goes through the queue,but never returns.
D)jumps from one queue to another,trying to get through as quickly as possible.
E)None of the above
A)after joining the queue,becomes impatient and leaves.
B)refuses to join the queue because it is too long.
C)goes through the queue,but never returns.
D)jumps from one queue to another,trying to get through as quickly as possible.
E)None of the above
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42
Which of the following is not a valid queuing model based on the Kendall notation?
A)M/M/3
B)D/D/2
C)D/M/1
D)M/M/0
E)G/D/1
A)M/M/3
B)D/D/2
C)D/M/1
D)M/M/0
E)G/D/1
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43
The term queue "discipline" describes the
A)degree to which members of the queue renege.
B)sequence in which members of the queue arrived.
C)degree to which members of the queue are orderly and quiet.
D)sequence in which members of the queue are serviced.
E)All of the above
A)degree to which members of the queue renege.
B)sequence in which members of the queue arrived.
C)degree to which members of the queue are orderly and quiet.
D)sequence in which members of the queue are serviced.
E)All of the above
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44
A suburban specialty restaurant has developed a single drive-thru window.Customers order,pay,and pick up their food at the same window.Arrivals follow a Poisson distribution while service times follow an exponential distribution.If the average number of arrivals is 6 per hour and the service rate is 2 every 15 minutes,what proportion of the time is the server busy?
A)0.25
B)0.50
C)0.75
D)2.25
E)3.00
A)0.25
B)0.50
C)0.75
D)2.25
E)3.00
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45
Which of the following is not an assumption in common queuing mathematical models?
A)Arrivals come from an infinite,or very large,population.
B)Arrivals are Poisson distributed.
C)Arrivals are treated on a first-in,first-out basis and do not balk or renege.
D)Service rates follow the normal distribution.
E)The average service rate is faster than the average arrival rate.
A)Arrivals come from an infinite,or very large,population.
B)Arrivals are Poisson distributed.
C)Arrivals are treated on a first-in,first-out basis and do not balk or renege.
D)Service rates follow the normal distribution.
E)The average service rate is faster than the average arrival rate.
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46
The customer who arrives at a bank,enters a line,and decides to leave is
A)balking.
B)cropping.
C)reneging.
D)blithering.
E)None of the above
A)balking.
B)cropping.
C)reneging.
D)blithering.
E)None of the above
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47
In queuing analysis,total expected cost is the sum of expected ________ plus expected ________.
A)service costs,arrival costs
B)facility costs,calling costs
C)calling cost,inventory costs
D)calling costs,waiting costs
E)service costs,waiting costs
A)service costs,arrival costs
B)facility costs,calling costs
C)calling cost,inventory costs
D)calling costs,waiting costs
E)service costs,waiting costs
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48
The three major characteristics of the input source that generates arrivals or customers for the service system are
A)size,demographics,and behavior.
B)size,pattern,and behavior.
C)demographics,pattern,and behavior.
D)size,demographics,and pattern.
E)None of the above
A)size,demographics,and behavior.
B)size,pattern,and behavior.
C)demographics,pattern,and behavior.
D)size,demographics,and pattern.
E)None of the above
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49
Lines at banks where customers wait for a teller window are usually representative of a
A)single-channel,multiphase system.
B)single-channel,single-phase system.
C)multichannel,multiphase system.
D)multichannel,single-phase system.
E)None of the above
A)single-channel,multiphase system.
B)single-channel,single-phase system.
C)multichannel,multiphase system.
D)multichannel,single-phase system.
E)None of the above
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50
A suburban specialty restaurant has developed a single drive-thru window.Customers order,pay,and pick up their food at the same window.Arrivals follow a Poisson distribution,while service times follow an exponential distribution.What type of queuing model is exhibited in this problem?
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
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51
Which of the following is not true about arrivals?
A)Random arrivals are independent of each other.
B)Random arrivals cannot be predicted exactly.
C)The Poisson distribution is often used to represent the arrival pattern.
D)Service times often follow the negative exponential distribution.
E)The exponential distribution is often used to represent the arrival pattern.
A)Random arrivals are independent of each other.
B)Random arrivals cannot be predicted exactly.
C)The Poisson distribution is often used to represent the arrival pattern.
D)Service times often follow the negative exponential distribution.
E)The exponential distribution is often used to represent the arrival pattern.
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52
A single automatic car wash with one bay and a service time that is normally distributed is what type of model?
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
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53
A vendor selling newspapers on a street corner is an example of a
A)single-channel,multiphase system.
B)single-channel,single-phase system.
C)multichannel,multiphase system.
D)multichannel,single-phase system.
E)None of the above
A)single-channel,multiphase system.
B)single-channel,single-phase system.
C)multichannel,multiphase system.
D)multichannel,single-phase system.
E)None of the above
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54
A suburban specialty restaurant has developed a single drive-thru window.Customers order,pay,and pick up their food at the same window.Arrivals follow a Poisson distribution,while service times follow an exponential distribution.If the average number of arrivals is 6 per hour and the service rate is 2 every 15 minutes,what is the average number of customers in the system?
A)0.50
B)4.00
C)2.25
D)3.00
E)None of the above
A)0.50
B)4.00
C)2.25
D)3.00
E)None of the above
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55
The customer who arrives at a bank,sees a long line,and leaves to return another time is
A)balking.
B)cropping.
C)reneging.
D)blithering.
E)None of the above
A)balking.
B)cropping.
C)reneging.
D)blithering.
E)None of the above
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56
A suburban specialty restaurant has developed a single drive-thru window.Customers order,pay,and pick up their food at the same window.Arrivals follow a Poisson distribution while service times follow an exponential distribution.If the average number of arrivals is 6 per hour and the service rate is 2 every 15 minutes,what is the average number of customers waiting in line behind the person being served?
A)0.50
B)0.75
C)2.25
D)3.00
E)None of the above
A)0.50
B)0.75
C)2.25
D)3.00
E)None of the above
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57
The "utilization factor" is defined as the
A)percent of time the system is idle.
B)average percent of time the customers wait in line.
C)average time the service system is open.
D)percent of time that a single customer is in the system.
E)None of the above
A)percent of time the system is idle.
B)average percent of time the customers wait in line.
C)average time the service system is open.
D)percent of time that a single customer is in the system.
E)None of the above
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58
In queuing theory,the calling population is another name for
A)the queue size.
B)the servers.
C)the arrivals.
D)the service rate.
E)the market researchers.
A)the queue size.
B)the servers.
C)the arrivals.
D)the service rate.
E)the market researchers.
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59
Which of the following distributions is most often used to estimate the arrival pattern?
A)negative exponential
B)normal
C)Poisson
D)Erlang
E)beta
A)negative exponential
B)normal
C)Poisson
D)Erlang
E)beta
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60
A single automatic car wash with one bay and a cycle time of 2.5 minutes is what type of model?
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
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61
Table 12-1 
According to the information provided in Table 12-1,on average,how many units are in the line?
A)1.646
B)0.563
C)0.280
D)1.125
E)0.521

According to the information provided in Table 12-1,on average,how many units are in the line?
A)1.646
B)0.563
C)0.280
D)1.125
E)0.521
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62
At a local fast-food joint,cars arrive randomly at a rate of 12 every 30 minutes.The fast food joint takes an average of 2 minutes to serve each arrival.The utilization factor for this system is
A)0.467.
B)0.547.
C)0.800.
D)0.133.
E)None of the above
A)0.467.
B)0.547.
C)0.800.
D)0.133.
E)None of the above
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63
Customers enter the waiting line to pay for food as they leave a cafeteria on a first-come,first-served basis.The arrival rate follows a Poisson distribution,while service times follow an exponential distribution.If the average number of arrivals is four per minute and the average service rate of a single server is seven per minute,on average,how much time will elapse from the time a customer enters the line until he/she leaves the cafeteria?
A)0.67 minute
B)0.50 minute
C)0.75 minute
D)0.33 minute
E)1.33 minutes
A)0.67 minute
B)0.50 minute
C)0.75 minute
D)0.33 minute
E)1.33 minutes
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64
Most systems use a queue discipline known as
A)shortest processing time.
B)longest processing time.
C)FIFO.
D)earliest due date.
E)critical ratio.
A)shortest processing time.
B)longest processing time.
C)FIFO.
D)earliest due date.
E)critical ratio.
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65
Table 12-1 
According to the information provided in Table 12-1,what proportion of time is at least one server busy?
A)0.563
B)0.437
C)0.720
D)0.280
E)None of the above

According to the information provided in Table 12-1,what proportion of time is at least one server busy?
A)0.563
B)0.437
C)0.720
D)0.280
E)None of the above
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66
Customers enter the waiting line at a cafeteria on a first-come,first-served basis.The arrival rate follows a Poisson distribution,while service times follow an exponential distribution.If the average number of arrivals is four per minute and the average service rate of a single server is seven per minute,what is the average number of customers in the system?
A)0.43
B)1.67
C)0.57
D)1.33
E)None of the above
A)0.43
B)1.67
C)0.57
D)1.33
E)None of the above
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67
A suburban specialty restaurant has developed a single drive-thru window.Customers order,pay,and pick up their food at the same window.Arrivals follow a Poisson distribution while service times follow an exponential distribution.If the average number of arrivals is 6 per hour and the service rate is 2 every 15 minutes,how much time will elapse (in hours)from the time a customer enters the line until he/she leaves the restaurant?
A)0.50
B)0.25
C)0.75
D)2.25
E)3.00
A)0.50
B)0.25
C)0.75
D)2.25
E)3.00
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68
Customers enter the waiting line to pay for food as they leave a cafeteria on a first-come,first-served basis.The arrival rate follows a Poisson distribution,while service times follow an exponential distribution.If the average number of arrivals is four per minute and the average service rate of a single server is seven per minute,what proportion of the time is the server busy?
A)0.43
B)0.57
C)0.75
D)0.25
E)0.33
A)0.43
B)0.57
C)0.75
D)0.25
E)0.33
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69
A post office has a single line for customers waiting for the next available postal clerk.There are two postal clerks who work at the same rate.The arrival rate of customers follows a Poisson distribution,while the service time follows an exponential distribution.What type of queuing model applies here?
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/1
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70
The initial state of a queuing system (for example,when a restaurant first opens),is referred to as the ________ state.
A)steady
B)primary
C)introductory
D)transient
E)start-up
A)steady
B)primary
C)introductory
D)transient
E)start-up
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71
A post office has a single line for customers waiting for the next available postal clerk.There are two postal clerks who work at the same rate.The arrival rate of customers follows a Poisson distribution,while the service time follows an exponential distribution.The average arrival rate is three per minute and the average service rate is two per minute for each of the two clerks.What proportion of time are both clerks idle?
A)0.643
B)0.250
C)0.750
D)0.143
E)None of the above
A)0.643
B)0.250
C)0.750
D)0.143
E)None of the above
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72
At a local fast food joint,cars arrive randomly at a rate of 12 every 30 minutes.Service times are random (exponential)and average 2 minutes per arrival.The average time in the queue for each arrival is
A)2 minutes.
B)4 minutes.
C)6 minutes.
D)8 minutes.
E)10 minutes.
A)2 minutes.
B)4 minutes.
C)6 minutes.
D)8 minutes.
E)10 minutes.
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73
Which of the following distributions is most often used to estimate service times?
A)negative exponential
B)normal
C)Poisson
D)Erlang
E)beta
A)negative exponential
B)normal
C)Poisson
D)Erlang
E)beta
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74
Using the information provided in Table 12-1 and counting each person being served and the people in line,on average,how many people would be in this system?
A)0.521
B)1.646
C)1.125
D)0.183
E)None of the above
A)0.521
B)1.646
C)1.125
D)0.183
E)None of the above
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75
A post office has a single line for customers waiting for the next available postal clerk.There are two postal clerks who work at the same rate.The arrival rate of customers follows a Poisson distribution,while the service time follows an exponential distribution.The average arrival rate is three per minute and the average service rate is two per minute for each of the two clerks.What is the average length of the line?
A)3.429
B)1.929
C)1.143
D)0.643
E)None of the above
A)3.429
B)1.929
C)1.143
D)0.643
E)None of the above
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76
Customers enter the waiting line at a cafeteria on a first-come,first-served basis.The arrival rate follows a Poisson distribution,while service times follow an exponential distribution.If the average number of arrivals is four per minute and the average service rate of a single server is seven per minute,what is the average number of customers waiting in line behind the person being served?
A)0.76
B)0.19
C)1.33
D)1.67
E)None of the above
A)0.76
B)0.19
C)1.33
D)1.67
E)None of the above
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77
A queuing system with a normally distributed arrival pattern,exponential service times,and three servers would be described as
A)G/G/3.
B)M/M/3.
C)G/M/3.
D)M/G/3.
E)N/E/3.
A)G/G/3.
B)M/M/3.
C)G/M/3.
D)M/G/3.
E)N/E/3.
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78
A post office has a single line for customers waiting for the next available postal clerk.There are two postal clerks who work at the same rate.The arrival rate of customers follows a Poisson distribution,while the service time follows an normal distribution.What type of queuing model applies here?
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/2
A)M/M/1
B)M/M/2
C)M/D/2
D)M/D/1
E)M/G/2
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79
A post office has a single line for customers waiting for the next available postal clerk.There are two postal clerks who work at the same rate.The arrival rate of customers follows a Poisson distribution,while the service time follows an exponential distribution.The average arrival rate is three per minute and the average service rate is two per minute for each of the two clerks.How long does the average person spend waiting for a clerk?
A)3.429 minutes
B)1.929 minutes
C)1.143 minutes
D)0.643 minute
E)None of the above
A)3.429 minutes
B)1.929 minutes
C)1.143 minutes
D)0.643 minute
E)None of the above
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80
When waiting time is based on time in the queue,which of the following is the correct equation for total cost?
A)mCs + λWCw
B)mCw + λWCs
C)mCs + λWqCs
D)mCs + λWqCw
E)mCw + λWqCs
A)mCs + λWCw
B)mCw + λWCs
C)mCs + λWqCs
D)mCs + λWqCw
E)mCw + λWqCs
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k this deck