Tribhuwan University

Institute of Science and Technology

2081

Bachelor Level / Third Year / Fifth Semester / Science

B.Sc in Computer Science and Information Technology (CSC328)

(Simulation and Modeling)

Full Marks: 60

Pass Marks: 24

Time: 3 Hours

Candidates are required to give their answers in their own words as for as practicable.

The figures in the margin indicate full marks.

Section A

Long Answers Questions

Attempt any TWO questions.
[2*10=20]
1.
Why is it necessary to analyze the simulation output? Explain different estimation method which are used in simulation output analysis.[10]
2.
Consider that a machine tool in a manufacturing shop is turning out parts at the rate of two every 5 minutes. As they are finished, the parts go to an inspector, who takes $5 \pm 2$ minutes to examine each one and reject about 15% of the parts. Now develop a block diagram and write the code for simulating the above problem using GPSS, and also explain the function of each block used in the block diagram in detail.[10]
3.
Explain the independence and uniformity property of random number. For the following sample of random numbers, perform test for independence using K-S test. ($D_{0.05,10} = 0.41$) 0.35, 0.77, 0.12, 0.33, 0.88, 0.45, 0.19, 0.25, 0.91, 0.54[10]
Section B

Short Answers Questions

Attempt any Eight questions.
[8*5=40]
4.
Difference between static physical and dynamic physical models. [5]
5.
Describe different phases of simulation study with help of flowchart. [5]
6.
Explain markov chain with suitable example. What are diffrent application areas of markov chain? [5]
7.
Explain iterative process of calibrating a simulation model. [5]
8.
Describe the process of model building, verification and validation in detail with example. [5]
9.
Define traffic intensity and server utilization. Write down the Kendall's notation for queuing system with example. [5]
10.
What is analog computer? Explain with suitable example. [5]
11.
Write short notes on: a. Queuing discipline b. Random variate [5]