CSCI 440 - Introduction to Modeling and Simulation

3 Credits
This course introduces students to the fundamentals of modeling and simulation (M&S). Topics covered include M&S theory, simulation tools, data modeling, discrete event simulation, continuous simulations, and Monte Carlo simulation. Students will design, develop, validate, and verify multiple discrete event simulations.

Prerequisite(s): CSCI 312
Course Learning Outcomes:
1. Categorize MS models as a discrete event simulation, a continuous simulation, or a Monte Carlo simulation.
2. Select an appropriate formal modeling tool to employ in the design of a discrete event simulation model.
3. Choose a suitable tool, framework, or programming language for use in the implementation of a MS model.
4. Evaluate approaches employed to model input data, which are suitable for the model.
5. Explain how to validate and verify a MS model.
6. Design, implement, and validate a discrete event simulation, a continuous simulation, and a Monte Carlo simulation.