An Algorithmic Approach to Emergence |
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Authors: | Charles Alexandre Bé dard,Geoffroy Bergeron |
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Affiliation: | 1.Faculty of Informatics, Università della Svizzera Italiana, 6900 Lugano, Switzerland;2.Centre de Recherches Mathématiques, Université de Montréal, Montréal, QC H3T 1J4, Canada; |
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Abstract: | 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. |
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Keywords: | emergence, Kolmogorov’ s structure function, algorithmic information theory |
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