Simulation

In this chapter, we will first examine different types of simulation models and discuss a framework to guide the building of simulation models. Next, we will describe some commonly used probability distributions, including uniform, exponential and normal distributions, used for generating random input values to run simulation models to obtain output results. We will then focus on Monte Carlo simulation and discrete-event simulation models and illustrate their applications using worked examples and case studies.