System dynamics, discrete-event simulation, agent-based modeling, optimization, and experimental design. Students will learn to develop and analyze models to simulate and optimize complex systems in manufacturing, service, and supply chain industries. Emphasis on model building, application of basic statistical data analysis, and the use of simulation for design, evaluation, and improvement of such systems. Introduction to available software. Case studies.