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Geometry from Information Geometry

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arxiv 1512.09076 v1 pith:Z6MI5UOY submitted 2015-12-30 gr-qc

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keywords geometryspaceinformationmodelphysicalchangesconformalcurved
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We use the method of maximum entropy to model physical space as a curved statistical manifold. It is then natural to use information geometry to explain the geometry of space. We find that the resultant information metric does not describe the full geometry of space but only its conformal geometry -- the geometry up to local changes of scale. Remarkably, this is precisely what is needed to model "physical" space in general relativity.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Entropic Dynamics of Exchange Rates and Options

    q-fin.PR 2019-08 conditional novelty 4.0 of 10

    The authors show that maximum-entropy reasoning, together with a scale-invariance argument for log returns, yields the standard Garman-Kohlhagen foreign-exchange option pricing model.

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