Territory patterns created by random walker agents in three dimensions

Bachelor Thesis (2023)
Author(s)

A. de Bruijn (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Contributor(s)

Martin Skrodzki – Mentor (TU Delft - Computer Graphics and Visualisation)

A.B.T. Barbaro – Mentor (TU Delft - Mathematical Physics)

Faculty
Electrical Engineering, Mathematics and Computer Science
Copyright
© 2023 Abel de Bruijn
More Info
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Publication Year
2023
Language
English
Copyright
© 2023 Abel de Bruijn
Graduation Date
28-06-2023
Awarding Institution
Delft University of Technology
Project
CSE3000 Research Project
Programme
Computer Science and Engineering
Faculty
Electrical Engineering, Mathematics and Computer Science
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Abstract

This research paper proposes a discrete agent-based model to simulate territorial development among micro-organisms. The model involves two species that interact through marker signals left behind by agents as they move through a three-dimensional lattice. The study builds on previous research that established a phase transition from a well-mixed to a well-segregated state for two-dimensional lattices. This research extends the finding to three dimensions and confirms that the properties observed in the two-dimensional model are also present in the three-dimensional model. We conclude that the addition of more mass or the ratio between gamma and lambda behaves similarly to the two-dimensional model. However, the three-dimensional model needs a larger mass to reach the same critical point as the two-dimensional one.

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