Hierarchical self-organization in the finitary process soup

Artificial Life
Olof Görnerup, J P Crutchfield

Abstract

Current analyses of genomes from numerous species show that the diversity of their functional and behavioral characters is not proportional to the number of genes that encode the organism. We investigate the hypothesis that the diversity of organismal character is due to hierarchical organization. We do this with the recently introduced model of the finitary process soup, which allows for a detailed mathematical and quantitative analysis of the population dynamics of structural complexity. Here we show that global complexity in the finitary process soup is due to the emergence of successively higher levels of organization, that the hierarchical structure appears spontaneously, and that the process of structural innovation is facilitated by the discovery and maintenance of relatively noncomplex, but general, individuals in a population.

References

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Jul 10, 1989·Physical Review Letters·J P Crutchfield, K Young
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Nov 25, 2003·Science·Michael Lynch, John S Conery
Apr 2, 2004·Nature·Richard A GibbsUNKNOWN Rat Genome Sequencing Project Consortium
Jul 20, 2006·Journal of the Royal Society, Interface·James P Crutchfield, Olof Görnerup

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Citations

Jan 17, 2012·PloS One·David KellyKaroline Wiesner
Jan 19, 2018·Journal of the Royal Society, Interface·Richard J CarterStephen Mann
Feb 13, 2019·Science Advances·Hyunju KimSara I Walker

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