Question: A service centre has two technicians, one experienced and one trainee, who service machines at different rates. It is estimated that, 70% of customers use
A service centre has two technicians, one experienced and one trainee, who service machines at different rates. It is estimated that, 70% of customers use the experienced technician and 30% use the trainee for service. The arrival rate for each minute of operation is given by the following probability distribution:
| No. of arrivals per hour of operation | Probability |
| 0 | 0.10 |
| 1 | 0.20 |
| 2 | 0.35 |
| 3 | 0.30 |
| 4 | 0.05 |
The time taken, in hours, for each service varies with each location as follows:
| Experienced | Trainee | ||
| Service Time | Probability | Service Time | Probability |
| 2 | 0.10 | 3 | 0.20 |
| 3 | 0.20 | 4 | 0.30 |
| 4 | 0.60 | 5 | 0.35 |
| 5 | 0.10 | 6 | 0.10 |
| 7 | 0.05 |
Use simulation and the random numbers below to study the operation of the service centre for a 15 hour period. Fully analyse all your results. Comment on simulation as a means of assessing such problems.
Random numbers:
63 86 71 74 45 11 02 15 14 18 07 14 58 68 39
31 08 13 55 47 99 45 88 54 70 98 96 95 43 67
91 15 08 30 30 30 41 20 03 06 37 54 08 45 92
83 64 55 95 75 72 43 83 86 50 99 11 19 76 16
65 35 40 10 22 66 46 60 14 71 57 02
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