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New framework uses chemistry analogies to describe dynamical systems

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This paper proposes a novel method for describing dynamical systems using chemical reaction analogies. It outlines three key decisions for this approach: defining the number of locations for molecular occurrences, determining species presence at each location, and specifying the reactions between species. The authors suggest an additional criterion for a unique set of transitions during state updates, which they argue is met by gliders in Conway's Game of Life, as defined by Randall Beer. The paper also acknowledges some limitations of this proposed framework. AI

RANK_REASON The item is an academic paper submitted to arXiv. [lever_c_demoted from research: ic=1 ai=0.1]

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New framework uses chemistry analogies to describe dynamical systems

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The item is an academic paper submitted to arXiv. [lever_c_demoted from research: ic=1 ai=0.1]
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COVERAGE [1]

  1. arXiv cs.NE (Neural & Evolutionary) TIER_1 English(EN) · Nathaniel Virgo ·

    Towards chemistries in dynamical systems

    Chemistry describes aspects of the universe in terms of molecules and their reactions. In this exploratory work we present a way to describe aspects of any dynamical system in similar terms. To describe a dynamical system in this way three decisions have to be made. The first is …

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