Literature DB >> 19391814

Complexity measures from interaction structures.

T Kahle1, E Olbrich, J Jost, N Ay.   

Abstract

We evaluate information-theoretic quantities that quantify complexity in terms of kth-order statistical dependences that cannot be reduced to interactions among k-1 random variables. Using symbolic dynamics of coupled maps and cellular automata as model systems, we demonstrate that these measures are able to identify complex dynamical regimes.

Year:  2009        PMID: 19391814     DOI: 10.1103/PhysRevE.79.026201

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  1 in total

1.  Decomposing information into copying versus transformation.

Authors:  Artemy Kolchinsky; Bernat Corominas-Murtra
Journal:  J R Soc Interface       Date:  2020-01-22       Impact factor: 4.118

  1 in total

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