Convergence of iterates in nonlinear Perron-Frobenius theory
Abstract
Let be a closed cone with nonempty interior in a Banach space. Let be an order-preserving subhomogeneous function with a fixed point in . We introduce a condition which guarantees that the iterates converge to a fixed point for all . This condition generalizes the notion of type K order-preserving for maps on . We also prove that when iterates converge to a fixed point, the rate of convergence is always R-linear in two special cases: for piecewise affine maps and also for order-preserving, homogeneous, analytic, multiplicatively convex functions on . This later category includes the maps associated with the homogeneous eigenvalue problem for nonnegative tensors.
Keywords
Cite
@article{arxiv.2207.14098,
title = {Convergence of iterates in nonlinear Perron-Frobenius theory},
author = {Brian Lins},
journal= {arXiv preprint arXiv:2207.14098},
year = {2022}
}
Comments
Added a section with applications. Also includes minor changes and corrections