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  • Crutchfield, J. P. (author)

Objects that make objects: the population dynamics of structural complexity

  • Article/chapterEnglish2006

Publisher, publication year, extent ...

  • 2006-03-02
  • The Royal Society,2006

Numbers

  • LIBRIS-ID:oai:research.chalmers.se:d852aad6-3a8b-46e7-bb1d-e1f6293494e6
  • https://doi.org/10.1098/rsif.2006.0114DOI
  • https://research.chalmers.se/publication/102556URI

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  • Language:English
  • Summary in:English

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  • Subject category:art swepub-publicationtype
  • Subject category:ref swepub-contenttype

Notes

  • To analyse the evolutionary emergence of structural complexity in physical processes, we introduce a general, but tractable, model of objects that interact to produce new objects. Since the objects-epsilon-machines-have well-defined structural properties, we demonstrate that complexity in the resulting population dynamical system emerges on several distinct organizational scales during evolution-from individuals to nested levels of mutually self-sustaining interaction. The evolution to increased organization is dominated by the spontaneous creation of structural hierarchies and this, in turn, is facilitated by the innovation and maintenance of relatively low-complexity, but general individuals.

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  • Görnerup, Olof,1977Chalmers tekniska högskola,Chalmers University of Technology(Swepub:cth)olofgo (author)
  • Chalmers tekniska högskola (creator_code:org_t)

Related titles

  • In:Journal of the Royal Society Interface: The Royal Society3:7, s. 345-3491742-56891742-5662

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