Simulation is used to model real-world processes and systems to understand their behavior and evaluate different strategies. There are different types of probability distributions used in simulation including normal, uniform, binomial, Poisson, and exponential distributions. Discrete distributions like binomial and Poisson are appropriate when modeling counts of discrete events over time periods like number of customers arriving at a bank.