DYNAMICAL MODELS FOR RANDOM SIMPLICIAL COMPLEXES

ANNALS OF APPLIED PROBABILITY(2022)

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摘要
We study a general model of random dynamical simplicial complexes and derive a formula for the asymptotic degree distribution. This asymptotic formula generalises results for a number of existing models, including random Apollonian networks and the weighted random recursive tree. It also confirms results on the scale-free nature of complex quantum network manifolds in dimensions d > 2, and special types of network geometry with Flavour models studied in the physics literature by Bianconi and Rahmede [Sci. Rep. 5 (2015) 13979 and Phys. Rev. E 93 (2016) 032315].
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关键词
Complex networks, random simplicial complexes, preferential attachment, random recursive trees, measure valued Polya processes, Polya urns, scale-free
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