Simulation and Modeling (CSC328) 2080 BS Past Questions & Solutions

Tribhuvan University (TU) 2080 BS board exam question paper with verified step-by-step solutions for BSc CSIT Fifth Semester.

TRIBHUVAN UNIVERSITY

INSTITUTE OF SCIENCE AND TECHNOLOGY

2080 B.S.

Bachelor Level: B.Sc. CSIT

Semester: Fifth Semester

Subject: Simulation and Modeling (CSC328)

Full Marks: 60 / 80

Pass Marks: 24 / 32

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

Group A

Long Answer Questions

Attempt any Two questions.

  1. 1
    Why model of a system is built? What is static model? Differentiate between static and dynamic mathematical models in simulation.
  2. 2
    What is storage in GPSS? Describe the blocks associated to storage in GPSS. A machine tool in a manufacturing shop is turning out parts at the rate of one every 5 minutes. As they are finished the parts go to an inspector who takes $10\pm3$ minutes to examine each one and rejects 10% of the parts. Represent the system in GPSS using the concept of facility and run the simulation for 500 parts.
  3. 3
    What are the two main properties of random numbers? Test whether the $3^{\text{rd}}, 7^{\text{th}}, 11^{\text{th}}$, and so on numbers in the sequence in the following random number sample are auto-correlated. $(Z_{\alpha}=0.05\text{ and }Z_{0.025}=1.96)$ 0.12 0.01 0.23 0.28 0.89 0.31 0.64 0.28 0.83 0.93 0.99 0.15 0.33 0.35 0.91 0.41 0.60 0.27 0.75 0.88 0.68 0.49 0.05 0.43 0.95 0.58 0.19 0.36 0.69 0.87

Group B

Short Answer Questions

Attempt any Eight questions.

  1. 4
    Explain Markov chain with suitable example.
  2. 5
    What are steps involved in simulation study? Explain.
  3. 6
    Generate 10 random integers using Linear congruential method where $m=1000$, $a=19$, $c=6$, and $X_0=13$.
  4. 7
    Explain different estimation methods which are used in simulation output analysis.
  5. 8
    Define verification and validation. Explain the process of model verification in brief.
  6. 9
    What is feedback system? Explain with example.
  7. 10
    What is Calling Population? Explain Arrival and Service process in a queue.
  8. 11
    Explain the Monte Carlo simulation method with example.
  9. 12
    Write short notes: a) Non-stationary Poisson Process b) Poker Test