  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.
