Perron‐based algorithms for the multilinear PageRank

Summary We consider the multilinear PageRank problem, studied in a 2015 paper by Gleich, Lim and Yu, which is a system of quadratic equations with stochasticity and nonnegativity constraints. We use the theory of quadratic vector equations to prove several properties of its solutions and suggest new...

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Veröffentlicht in:	Numerical linear algebra with applications 2018-12, Vol.25 (6), p.n/a
Hauptverfasser:	Meini, Beatrice, Poloni, Federico
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Eigenvectors fixed‐point iteration multilinear PageRank Newton's method Numerical methods Perron vector Quadratic equations Search engines
Online-Zugang:	Volltext
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