Nonlinear Sciences – Cellular Automata and Lattice Gases
Scientific paper
2012-04-10
Nonlinear Sciences
Cellular Automata and Lattice Gases
31 pages, 10 figures
Scientific paper
We systematically study the boundaries of one-dimensional, 2-color cellular automata depending on 4 cells, begun from simple initial conditions. We determine the exact growth rates of the boundaries that appear to be reducible. Morphic words characterize the reducible boundaries. For boundaries that appear to be irreducible, we apply curve-fitting techniques to compute an empirical growth exponent and (in the case of linear growth) a growth rate. We find that the random walk statistics of irreducible boundaries exhibit surprising regularities and suggest a threshold separating two distinct classes. Finally, we construct a cellular automaton whose growth exponent does not exist, showing that a general classification by exponent is not possible.
Brummitt Charles D.
Rowland Eric
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