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Updated: Jan 14, 2026

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Vants and Turmites.

Greg Turk1

  • 1Georgia Institute of Technology, School of Interactive Computing. turk@cc.gatech.edu.

Artificial Life
|October 21, 2025
PubMed
Summary
This summary is machine-generated.

Multistate two-dimensional Turing machines offer novel simulations for Artificial Life, demonstrating potential for modeling biological phenomena like self-similar growth and disease spread. These complex automata remain largely unexplored but show significant promise for future research.

Keywords:
Simulation techniquesTuring machinesself-reproduction

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Area of Science:

  • * Artificial Life
  • * Computational Biology
  • * Theoretical Computer Science

Background:

  • * Two-dimensional Turing machines (2-D TMs) are underutilized yet powerful simulation tools in Artificial Life.
  • * Single-state 2-D TMs have demonstrated interesting behaviors, but multistate variants remain largely unexplored.
  • * The potential of multistate 2-D TMs for simulating complex biological phenomena is significant but overlooked.

Purpose of the Study:

  • * To demonstrate the potential of multistate 2-D Turing machines for simulating diverse biological phenomena.
  • * To highlight the under-exploration of multistate 2-D TMs in computational biology and Artificial Life research.
  • * To present previously unpublished results on multistate 2-D TM simulations of biological processes.

Main Methods:

  • * Utilized multistate two-dimensional Turing machines as a computational model.
  • * Developed simulations for self-similar growth, disease spread, and self-reproduction using these automata.
  • * Leveraged computational frameworks established around 1989 for simulation analysis.

Main Results:

  • * Successfully simulated self-similar growth patterns using multistate 2-D Turing machines.
  • * Demonstrated the capacity of these automata to model the dynamics of disease spread.
  • * Showcased the simulation of self-reproduction mechanisms through multistate 2-D TM configurations.

Conclusions:

  • * Multistate 2-D Turing machines are highly capable tools for simulating complex biological systems.
  • * Further research into multistate 2-D TMs is warranted to unlock their full potential in Artificial Life and computational biology.
  • * This work provides foundational, previously unpublished insights into the simulation capabilities of these automata.