In this lecture, we introduce the three different kinds of simulation modeling (system dynamics modeling, agent-based modeling, and discrete event system simulation) and how they differ in the kinds of questions they help answer, the way they are programmed, and the computational resources that they require. We then introduce the fundamental concepts required for discrete event system modeling and start to discuss aspects of stochastic simulation and input modeling.
Thursday, August 27, 2020
Tuesday, August 25, 2020
Lecture A1 (2020-08-25) - Introduction to Modeling
This lecture provides an introduction to modeling and how simulation is used within industrial engineering and operations research to gain insights into complex socio-technological systems.
Thursday, August 20, 2020
Lecture 0 (2020-08-20): Introduction to the Course and Its Policies
Introduction to the course and the course policies that will be used in the Fall 2020 semester.
Subscribe to:
Posts (Atom)
Popular Posts
-
In this lecture, we review pseudo-random number generation and then introduce random-variate generation by way of inverse-transform sampling...
-
In this lecture, we review basic probability space concepts from the previous lecture. We then go on to discuss the common probabilistic mod...
-
This lecture covers Variance Reduction Techniques (VRT) for stochastic simulation, covering: Common Random Numbers (CRNs), Control Variates ...
-
In this lecture, we introduce the detailed process of input modeling. Input models are probabilistic models that introduce variation in simu...
-
In this lecture, we introduce the three different simulation methodologies (agent-based modeling, system dynamics modeling, and discrete eve...
-
In this lecture, we close out our review of DES fundamentals and hand simulation. After going through a hand-simulation example one last tim...
-
In this lecture, we review topics from the first half of the semester that will be tested over in the upcoming midterm. Most of the class in...
-
In this lecture, we wrap up the course content in IEE 475. We first do a quick overview of the four variance reduction techniques (VRT's...
-
This lecture introduces the topic of modeling with particular focus on the role of quantitative modeling in industrial engineering and opera...
-
In this lecture, we cover fundamentals of discrete-event system (DES) simulation (DESS). This involves reviewing basic simulation concepts (...
