# Number Conservation via Particle Flow in One-dimensional Cellular   Automata

**Authors:** Markus Redeker

arXiv: 1907.06063 · 2023-06-22

## TL;DR

This paper develops two systematic methods for constructing all one-dimensional number-conserving cellular automata with a single particle type, focusing on flow functions that describe particle movement.

## Contribution

It introduces two novel constructions for identifying all such automata via flow functions, including a lattice-based approach and a restriction-based method.

## Key findings

- Every restriction step leads to a valid flow function.
- Flow functions form a lattice structure allowing systematic enumeration.
- The methods clarify the nature of non-deterministic number-conserving rules.

## Abstract

A number-conserving cellular automaton is a simplified model for a system of interacting particles. This paper contains two related constructions by which one can find all one-dimensional number-conserving cellular automata with one kind of particle.   The output of both methods is a "flow function", which describes the movement of the particles. In the first method, one puts increasingly stronger restrictions on the particle flow until a single flow function is specified. There are no dead ends, every choice of restriction steps ends with a flow.   The second method uses the fact that the flow functions can be ordered and then form a lattice. This method consists of a recipe for the slowest flow that enforces a given minimal particle speed in one given neighbourhood. All other flow functions are then maxima of sets of these flows.   Other questions, like that about the nature of non-deterministic number-conserving rules, are treated briefly at the end.

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/1907.06063/full.md

## References

10 references — full list in the complete paper: https://tomesphere.com/paper/1907.06063/full.md

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Source: https://tomesphere.com/paper/1907.06063