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Perron‐based algorithms for the multilinear PageRank

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 numerical algorithms. In …