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 the difference between analog and digital simulation.

Explain limitations of 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 density and distribution functions with example.

Explain autopilot simulation with example.

Explain pure pursuit problem in modelling.

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

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

Explain queuing theory and its applications and characteristics.

State out the difference between Verification and Validation of experimental models.

Explain simulation of classification languages.

Explain different AI techniques in simulation.