Question Paper: Computer Simulation And Modelling Question Paper - Dec 16 - Information Technology (Semester 8) - Mumbai University (MU)
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Computer Simulation & Modelling - Dec 16

MU Information Technology (Semester 8)

Total marks: 80
Total time: 3 Hours
INSTRUCTIONS
(1) Assume appropriate data and state your reasons
(2) Marks are given to the right of every question
(3) Draw neat diagrams wherever necessary

1(a) Define simulation. What are the various steps stimulation study? Explain each of them. Draw the flowchart of the same.
10 marks 5986

1(b) Consider a single server system. Let the arrival distribution be uniformly distributed between 1 and 10 minutes and the service time distribution is as follows-

Service Time(min) 1 2 3 4 5 6
Probability 0.04 0.20 0.10 0.26 0.35 0.05

Develop the simulation table and analyze the system by simulating the arrival and service of 10 customers. Random digits for interarrival time and service time are as follows.

Customer 1 2 3 4 5 6 7 8 9 10
R.D for Interarrival Time - 853 340 205 99 669 742 301 888 444
R.D for Service Time 71 59 12 88 97 66 81 35 29 91

Also calculate server utilization and maximum queue length.

10 marks 12482

2(a) Explain the dump trucks problem in detail.
10 marks 6002

2(b) Explain the replication method for steady state simulation.
10 marks 6061

3(a) The interarrival times as well as service time at a single-chair unisex barbershop have been shown to be exponentially distributed. The values of λ and μ are 4 per hour and 6 per hour, respectively. Compute the steady-state parameters and the probabilities for zero, one, two three, and four or more customers in the shop.
10 marks 12483

3(b) Explain Poisson process and state its properties.
10 marks 6048

4(a) Design a generator for weibull distribution. Using this generator get a weibull variate for α=8, β=0.75, v=0, and R = 0.612.
10 marks 12484

4(b) Explain in detail the three step approach of Naylor and Finger in the validation process.
10 marks 6038

5(a) State the properties of random numbers. What are the problems or errors than can occur while generating pseudo random numbers? Use the the mixed congruentual method to generate of sequence of three two-digit random integers between 0 and 24 with X0=13, a=9, and c=35.
10 marks 12485

5(b) Discuss the various issues in manufacturing and material handling system's simulation.
10 marks 5988

6(a) Explain the time series input models.
10 marks 6036

6(b) The highway between Mumbai, Delhi and Calcutta, Delhi, has a high incidence of accidents along its 100 kilometers. Public safety officers say that the occurrence of accidents along the highway is randomly (uniformly) distributed, but the news media say otherwise. The Delhi Department of Public Safety published records for month of June. These records indicated the point at which 30 accidents involving an injury or death occured as follows ( the data points represent the distance from the city limits of Mumbai):

88.3 40.7 36.3 27.3 36.8 91.7 67.3 7.0 45.2 23.3
98.8 90.1 17.2 23.7 97.4 32.4 87.8 69.8 62.6 99.7
20.6 73.1 21.6 6.0 45.3 76.6 73.2 27.3 87.6 87.2

Use the Kolmogorov-Smimov goodness of fit test to determine whether the distribution of location of accidents is uniformly distributed for the month of June. Use a level of significane of α = 0.05.

10 marks 12486

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