A modified Newton method for multilinear PageRank
Numerical Analysis
2017-01-23 v1
Abstract
When studying the multilinear PageRank problem, a system of polynomial equations needs to be solved. In this paper, we develop convergence theory for a modified Newton method in a particular parameter regime. The sequence of vectors produced by Newton-like method is monotonically increasing and converges to the nonnegative solution. Numerical results illustrate the effectiveness of this procedure.
Cite
@article{arxiv.1701.05673,
title = {A modified Newton method for multilinear PageRank},
author = {Pei-Chang Guo},
journal= {arXiv preprint arXiv:1701.05673},
year = {2017}
}