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Characteristic Power Series of Graph Limits

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 نشر من قبل Joshua N. Cooper
 تاريخ النشر 2019
  مجال البحث الهندسة المعلوماتية
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 تأليف Joshua N. Cooper




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In this note, we show how to obtain a characteristic power series of graphons -- infinite limits of dense graphs -- as the limit of normalized reciprocal characteristic polynomials. This leads to a new characterization of graph quasi-randomness and another perspective on spectral theory for graphons, a complete description of the function in terms of the spectrum of the graphon as a self-adjoint kernel operator. Interestingly, while we apply a standard regularization to classical determinants, it is unclear how necessary this is.

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