Bachelors Level/Third Year/Fifth Semester/Science csit/fifth semester/simulation and modeling/syllabus wise questions
B.Sc Computer Science and Information Technology
Institute of Science and Technology, TU
Simulation and Modeling (CSC328)
Year Asked: 2082, syllabus wise question
Introduction to Simulation
1.
Explain static mathematical model with suitable example.[5]
2.
Explain Hybrid Simulation with examples.[5]
Markov Chains
1.
Define Markov Chain. Explain with suitable example.[5]
Queuing System
1.
Explain Kendall notation with appropriate example.[5]
Random Numbers
1.
What are the properties of random numbers? The sequence of numbers 0.23, 0.45, 0.67, 0.12, 0.89, 0.34, 0.56, 0.78, 0.19, 0.41, 0.63, 0.08, 0.85, 0.29, 0.51, 0.73, 0.16, 0.94, 0.37, 0.59 has been generated. Test for the independence among numbers in the sequence starting with index (i) = 2 and lag (m) = 3 using auto-correlation test. (α=0.05, Zα/2=1.96)[10]
2.
Discuss the inverse transform technique and acceptance-rejection technique for random variate generation.[5]
3.
Write a short note on: a. Mid Square Methodb. Digital Analog Simulation[2.5+2.5]
Simulation of Computer Systems
1.
Describe the MARK and TABULATE block in GPSS. A coffee shop has a single barista serving customers. Customers arrive at an average rate of one every 3 minutes and the barista takes an average of 2.5 minutes to serve a customer. Create a simulation model and block diagram representing the coffee shop using GPSS blocks and simulate the system for 8 hours.[10]
Simulation of Continuous and Discrete System
1.
What is simulation? Describe the analogy between a mechanical system and corresponding electrical system with reference to dynamic physical model.[10]
2.
Explain non-stationary Poisson process in brief.[5]
3.
What is a feedback system? Explain with suitable examples.[5]
Verification and Validation
1.
Explain the iterative process of calibrating a model.[5]