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A company has a store which is manned by 1 attendant who can attend to 8 technicians in an hour. The technicians want in the queue and they are attended on first-come-first-served basis. The technicians arrive at the store on an average 6 per hour. Assuming the arrivals to follow Poisson and servicing to follow exponential distribution, what is the expected time spent by a technician in the system, what is the expected time spent by a technician in the queue and what is the expected number of technicians in the queue?
1. 22.5 minutes, 30 minutes and 2.75 technicians
2. 30 minutes, 22.5 minutes and 2.25 technicians
3. 22.5 minutes, 22.5 minutes and 2.75 technicians
4. 30 minutes, 30 minutes and 2.25 technicians

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Correct Answer - Option 2 : 30 minutes, 22.5 minutes and 2.25 technicians

Concept:

Arrival rate = λ /hr

Service rate = μ /hr

\(\rho=\frac{λ}{μ}\)

Expected(avg) number of customers in queuing system or Average number of customers in the system:

\({L_s} = \frac{{{\rho }}}{{1 - \rho }} \)

Expected waiting time in system (includes service time) for each individual customer or time a customer spends in the system:

\( \Rightarrow {W_s} =\frac{1}{μ-λ }= \frac{{{L_s}}}{λ } \)

Expected (avg) queue length (excludes customers being served) or Average number of customers in the queue:

\(L_q=\frac{\rho^2}{1-\rho}\)

Waiting time in queue (excludes service time) for each individual customer or Expected time a customer spends in a queue:

\(W_q=\frac{L_q}{λ}=\frac{λ}{μ(μ-λ)}\)

Calculation: 

Arrival Rate, \(λ=6/hr\)

Service Rate, \(μ=8/hr\)

\(\rho=\frac{λ}{μ}=\frac{6}{8}= 0.75\)

Expected(avg) number of customers in queuing system or Average number of customers in the system:

\({L_s} = \frac{{{\rho }}}{{1 - \rho }} = \frac{{{0.75 }}}{{1 - 0.75 }}= 3\) persons

Expected waiting time in system (includes service time) for each individual customer or time a customer spends in the system:

\( \Rightarrow {W_s} =\frac{1}{μ-λ }= \frac{{{L_s}}}{λ } = \frac{{3}}{{6}} = \frac{1}{{2}}\) hr = 30 min

Expected (avg) queue length (excludes customers being served) or Average number of customers in the queue:

\(L_q=\frac{\rho^2}{1-\rho}=\frac{0.75^2}{1-0.75}= 2.25\)

Waiting time in queue (excludes service time) for each individual customer or Expected time a customer spends in a queue:

\(W_q=\frac{L_q}{λ}=\frac{2.25}{6}\)hr = 22.5 minutes

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