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  • Crutchfield, J. P., et al. (author)
  • Objects that make objects: the population dynamics of structural complexity
  • 2006
  • In: Journal of the Royal Society Interface. - : The Royal Society. - 1742-5689 .- 1742-5662. ; 3:7, s. 345-349
  • Journal article (peer-reviewed)abstract
    • 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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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Crutchfield, J. P. (1)
Görnerup, Olof, 1977 (1)
University
Chalmers University of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2006 (1)

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