SIMULATION & MODELING (IT-702 (C)) - Important Questions

What is simulation? Explain the steps involved in simulation with a flow diagram.

Compare and contrast continuous system simulation versus discrete system simulation.

Give expressions for Binomial, Poisson and Normal distributions. Under what conditions Binomial distribution is approximated by Poisson distribution?

Explain the basic concepts of continuous and discrete random variables and their distributions.

Explain autopilot simulation with example.

Explain pure pursuit problem in modelling.

Describe a general queuing system with illustrative diagrams. How a queuing system can be simulated?

Explain queuing theory and its applications and characteristics.

State the difference between Verification and Validation of experimental models.

Explain simulation of classification languages.

Give the difference between analog and digital simulation.

Explain different AI techniques in simulation.

Explain density and distribution functions with example.

Explain networks of queues with particular emphasis on computer system environment.

Write short notes on arrival pattern, differential equations and stochastic variables.