Question #237057

A simple queuing system has the mean interval time of 8 minutes and a mean service time of 4 minutes .

i) Determine the mean service rate and the mean arrival rate.

ii) Determine the traffic intensity.

iii) Determine the mean time a customer spends in the queue and in the system .

iv) What is the expected number of customers in the queue and in the system.

v) What is the probability of having at most four customers in the system.


1
Expert's answer
2021-09-21T11:44:19-0400

Solution:

(i) Mean service rate=μ=14=\mu=\dfrac1{4}

And mean arrival rate=λ=18=\lambda=\dfrac1{8}

(ii) Traffic intensity=ρ=λμ=1/81/4=0.5=\rho=\dfrac{\lambda}{\mu}=\dfrac{1/8}{1/4}=0.5

(iii) Number in the queue=Lq=ρ21ρ=0.5210.5=0.5=L_q=\dfrac{\rho^2}{1-\rho}=\dfrac{0.5^2}{1-0.5}=0.5

Wait in the queue=Wq=Lq/λ=0.5/(1/8)=4 mins=W_q=L_q/{\lambda}=0.5/(1/8)=4\ mins

Wait in the system=W=Wq+1/μ=4+4=8 mins=W=W_q+1/\mu=4+4=8\ mins

Number of the system=L=λW=(1/8)×8=1=L=\lambda W=(1/8)\times 8=1

Thus, the mean time a customer spends in the queue =Wq=4 mins=W_q=4\ mins

And in the system=W=8 mins=W=8\ mins

(iv) The expected number of customers in the queue =Lq=0.5=L_q=0.5

And in the system =L=1=L=1

(v)  Probability that there are zero customers or units in the system=P0=1ρ=10.5=0.5=P_0=1-\rho=1-0.5=0.5

Now, the probability of having at most four customers in the system=P0+P1+P2+P3+P4=P_0+P_1+P_2+P_3+P_4

 We know that probability that there are n customers in the system=Pn=ρnP0=P_n=\rho^nP_0

So, the probability of having at most four customers in the system

=0.5+0.5(0.5)1+0.5(0.5)2+0.5(0.5)3+0.5(0.5)4=0.5(1+(0.5)1+(0.5)2+(0.5)3+(0.5)4)=0.96875=0.5+0.5(0.5)^1+0.5(0.5)^2+0.5(0.5)^3+0.5(0.5)^4 \\=0.5(1+(0.5)^1+(0.5)^2+(0.5)^3+(0.5)^4) \\=0.96875


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