Upper bound on the products of particle interactions in cellular automata

被引:29
作者
Hordijk, W
Shalizi, CR
Crutchfield, JP
机构
[1] Santa Fe Inst, Santa Fe, NM 87501 USA
[2] Univ Wisconsin, Dept Phys, Madison, WI 53706 USA
基金
爱尔兰科学基金会; 美国国家科学基金会;
关键词
cellular automata; particles; gliders; domains; particle interactions; domain transducer;
D O I
10.1016/S0167-2789(01)00252-4
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Particle-like objects are observed to propagate and interact in many spatially extended dynamical systems. For one of the simplest classes of such systems, one-dimensional cellular automata, we establish a rigorous upper bound on the number of distinct products that these interactions can generate. The upper bound is controlled by the structural complexity of the interacting particles - a quantity which is defined here and which measures the amount of spatio-temporal information that a particle stores. Along the way we establish a number of properties of domains and particles that follow from the computational mechanics analysis of cellular automata; thereby elucidating why that approach is of general utility. The upper bound is tested against several relatively complex domain-particle cellular automata and found to be tight. (C) 2001 Published by Elsevier Science B.V.
引用
收藏
页码:240 / 258
页数:19
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