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arXiv:2308.10912cs.CC

Explaining Emergence

Hervé Zwirn

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Abstract

Emergence is a pregnant property in various fields. It is the fact for a phenomenon to appear surprisingly and to be such that it seems at first sight that it is not possible to predict its apparition. That is the reason why it has often been said that emergence is a subjective property relative to the observer. Some mathematical systems having very simple and deterministic rules nevertheless show emergent behavior. Studying these systems shed a new light on the subject and allows to define a new concept, computational irreducibility, which deals with behaviors that even though they are totally deterministic cannot be predicted without simulating them. Computational irreducibility is then a key for understanding emergent phenomena from an objective point of view that does not need the mention of any observer.

arXiv comments
13 pages, 15 figures, to appear in the forthcoming proceedings of the UM6P Science Week 2023 Complexity Summit
Journal reference
DOI
Subjects
cs.CCComputational Complexity cs.AIArtificial Intelligence cs.NENeural and Evolutionary Computing

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