An Arnoldi-type Algorithm for Computing Page Rank

نویسندگان

  • G. H. GOLUB
  • C. GREIF
چکیده

We consider the problem of computing PageRank. The matrix involved is large and cannot be factored, and hence techniques based on matrix-vector products must be applied. A variant of the restarted refined Arnoldi method is proposed, which does not involve Ritz value computations. Numerical examples illustrate the performance and convergence behavior of the algorithm. AMS subject classification (2000): 65F15, 65C40.

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تاریخ انتشار 2006