IEE 475: Simulating Stochastic Systems
Theodore P. PavlicArchived lectures from undergraduate course on stochastic simulation given at Arizona State University by Ted Pavlic
| Publishes | Twice weekly | Episodes | 36 | Founded | 6 years ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | CoursesEducation | |||
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In this lecture, we introduce the measure-theoretic concept of a random variable (which is neither random nor a variable) and related terms, such as outcomes, events, probability measures, moments, means, etc. Throughout the lecture, we use the metap... more
This lecture provides some historical background and motivation for System Dynamics Modeling (SDM) and Agent-Based Modeling (ABM), two other simulation modeling approaches that contrast with Discrete Event System (DES) simulation.
In particular, in ... more
This lecture covers content related to implementing simulations with spreadsheets and the motivations for the use of special-purpose Discrete Event System Simulation tools. In particular, we discuss different approaches to implementing Discrete Event... more
In this lecture, we close out our review of DES fundamentals and hand simulation. After going through a hand-simulation example one last time, we show how to implement a Discrete Event System (DES) simulation using a spreadsheet tool like Microsoft E... more
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