In this lecture, we review results from the Monte Carlo simulation lab (Lab 3) and setup motivation for the agent-based modeling/NetLogo lab (Lab 4). For the MC-lab review, we cover the estimation of pi by drawing random coordinates in the unit cube. We also discuss the possibly counter-intuitive results from estimating the length of a 3-path stochastic activity network. To prepare for Lab 4, we review the three different types of simulation methodologies (ABM/IBM, DES, and SDM) and then give a brief introduction to NetLogo. A more detailed/tutorial introduction to NetLogo will take place during Lab 4.
Archived lectures from undergraduate course on stochastic simulation given at Arizona State University by Ted Pavlic
Tuesday, September 14, 2021
Lecture C2 (2021-09-14): Beyond DES Simulation - SDM, ABM, and NetLogo
Labels:
podcast
Location:
Tempe, AZ, USA
Subscribe to:
Post Comments (Atom)
Popular Posts
-
This lecture introduces students to IEE 475 (Simulating Stochastic Systems), a required course for Industrial Engineering majors that covers...
-
This lecture covers content related to implementing simulations with spreadsheets and the motivations for the use of special-purpose Discret...
-
In this lecture, we introduce the measure-theoretic concept of a random variable (which is neither random nor a variable) and related terms,...
-
This lecture provides some historical background and motivation for System Dynamics Modeling (SDM) and Agent-Based Modeling (ABM), two other...
-
In this lecture, we introduce Industrial and Systems Engineering as a blend of science and engineering that necessitates model building. We ...
-
In this lecture, we review statistical fundamentals – such as the origins of the t-test, the meaning of type-I and type-II error (and alter...
-
In this lecture, we cover fundamentals of discrete-event system (DES) simulation (DESS). This involves reviewing basic simulation concepts (...
-
In this lecture, we introduce the three different simulation methodologies (agent-based modeling, system dynamics modeling, and discrete eve...
-
In this lecture, we continue discussing the choice of input models in stochastic simulation. Here, we pivot from talking about data collecti...
-
In this lecture, we outline the structure and purpose of IEE 475 (Simulating Stochastic Systems) for the Fall 2024 semester at Arizona State...
No comments:
Post a Comment