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Threshold-range scaling of excitable cellular automata
Authors:Robert Fisch  Janko Gravner  David Griffeath
Institution:(1) Department of Mathematics, Colby College, 04901 Waterville, ME, USA;(2) Department of Mathematics, University of Wisconsin, 53706 Madison, WI, USA
Abstract:Each cell of a two-dimensional lattice is painted one of kappa colors, arranged in a lsquocolor wheelrsquo. The colors advance (k tok+1 mod kappa) either automatically or by contact with at least a threshold number of successor colors in a prescribed local neighborhood. Discrete-time parallel systems of this sort in which color 0 updates by contact and the rest update automatically are called Greenberg-Hastings (GH) rules. A system in which all colors update by contact is called a cyclic cellular automation (CCA). Started from appropriate initial conditions, these models generate periodic traveling waves. Started from random configurations the same rules exhibit complex self-organization, typically characterized by nucleation of locally periodic lsquoram's hornsrsquo or spirals. Corresponding random processes give rise to a variety of lsquoforest firersquo equilibria that display large-scale stochastic wave fronts. This paper describes a framework, theoretically based, but relying on extensive interactive computer graphics experimentation, for investigation of the complex dynamics shared by excitable media in a broad spectrum of scientific contexts. By focusing on simple mathematical prototypes we hope to obtain a better understanding of the basic organizational principles underlying spatially distributed oscillating systems.
Keywords:Cellular automation  excitable medium  locally periodic  spiral  stable periodic object  Greenberg-Hastings model  cyclic CA  self-organization  phase transition  turbulence  bug  macaroni
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