Statistical Complexity of Simple 1D Spin Systems
Statistical Mechanics
2009-10-30 v1
Abstract
We present exact results for two complementary measures of spatial structure generated by 1D spin systems with finite-range interactions. The first, excess entropy, measures the apparent spatial memory stored in configurations. The second, statistical complexity, measures the amount of memory needed to optimally predict the chain of spin values. These statistics capture distinct properties and are different from existing thermodynamic quantities.
Keywords
Cite
@article{arxiv.cond-mat/9702191,
title = {Statistical Complexity of Simple 1D Spin Systems},
author = {James P. Crutchfield and David P. Feldman},
journal= {arXiv preprint arXiv:cond-mat/9702191},
year = {2009}
}
Comments
4 pages with 2 eps Figures. Uses RevTeX macros. Also available at http://www.santafe.edu/projects/CompMech/papers/CompMechCommun.html