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Commit 7d2de3d1 authored by Imre Antalfy's avatar Imre Antalfy
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# SciML&CS reading event: Agent-Based Modeling (ABM)
Reserve the date **21.03.2024 (14:30 - 15:30, Campus RJ, room 8.025)** for the coming reading event of the SciML&CS club (please react to the message if you are planning to come, so we can have an estimate of how many people are coming).
Imre Antalfy will be presenting on the topic "ABM: agent-based modeling". He sends the following information to get you up and ready for the event:
We will start with a presentation about the topic and will go into discussions afterwards. Agent-based modeling is used to study interaction between entities, where each entity is specified with a set of parameters to represent it. An example could be to study a predator-prey interaction in a given setting. In this example a "predator" agent is specified with a carnivorous need for food. A "prey" agent is defined with an herbivorous need for food. Both agents have a set speed and reproduction rate. After defining the agent, a world with a given size and amount of food is defined. Now one could study the implications of different food situations or evolutional adaptations.
I have chosen the topic with my background in biogas will try to make an example of applying this method to a simplified reactor model, linking the modeling and the work of my PtX group.
Content:
- Intro and Fundamentals
- Application of the model
- Options for a healthy model
The presentation is hosted at http://sml-cs.pages.gitlab.ost.ch/reading-events/agent-based-modeling/Agent_based_modeling_presentation.pdf
Reading material
1) Intro to Agent based modeling and its techniques
https://www.researchgate.net/publication/226379169_Introduction_to_Agent-Based_Modelling
Quick Video Material:
Lighthearted explanation of the idea: https://www.youtube.com/watch?v=eo-BIKAu8Bc&list=PLsv8cj_Tu8Ks_JKH9ZshfA6C6DO3MAG_q
Visual representation of AI type ABM: https://www.youtube.com/watch?v=kopoLzvh5jY
2) Workflow of ABM: Here you will find vital setup information about what to consider BEFORE using ABM's. The Overview will help to make your ABM approach more resilient and reproducable.
https://www.sciencedirect.com/science/article/pii/S1364815222002146?via%3Dihub
TEX_FILENAME="Agent_based_modeling_presentation"
pdflatex ${TEX_FILENAME}.tex && pdflatex ${TEX_FILENAME}.tex
bibtex ${TEX_FILENAME}.aux
pdflatex ${TEX_FILENAME}.tex
variables:
TEX_FILENAME: Agent_based_modeling_presentation
generate-pdf:
image: texlive/texlive:latest
script:
# clone include repo and build pdf
- source build.sh
- ls -lah includes # for debug
- ls -lah img # for debug
artifacts:
paths:
- ${TEX_FILENAME}.pdf
pages:
dependencies:
- generate-pdf
needs:
- generate-pdf
script:
- mkdir -p public
- cp ${TEX_FILENAME}.pdf public/
artifacts:
paths:
- public/${TEX_FILENAME}.pdf
~/Resources/pdfpc/inst_prefix/bin/pdfpc -d 30 -w none ${@} Agent_based_modeling_presentation.pdf
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