mlsanityData to 14 Oct 2026

An Algorithmic Approach to Emergence

arXiv 2205.12997 ↗First posted 19 May 2022cond-mat.stat-mech cs.AI math.DScited by 1

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Abstract (arXiv)

We suggest a quantitative and objective notion of emergence. Our proposal uses algorithmic information theory as a basis for an objective framework in which a bit string encodes observational data. A plurality of drops in the Kolmogorov structure function of such a string is seen as the hallmark of emergence. Our definition offers some theoretical results, in addition to extending the notions of coarse-graining and boundary conditions. Finally, we confront our proposal with applications to dynamical systems and thermodynamics.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 1 of its 41 references that are in the map. First posted on arXiv 19 May 2022.

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1 of 41 references.

References · 1

  1. 2016Causality - Complexity - Consistency: Can Space-Time Be Based on Logic and Computation?cited by 1

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