The Perron-Frobenius Theorem for Multi-homogeneous Maps
Spectral Theory
2017-02-13 v1 Functional Analysis
Numerical Analysis
Abstract
We introduce the notion of order-preserving multi-homogeneous mapping which allows to study Perron-Frobenius type theorems and nonnegative tensors in unified fashion. We prove a weak and strong Perron-Frobenius theorem for these maps and provide a Collatz-Wielandt principle for the maximal eigenvalue. Additionally, we propose a generalization of the power method for the computation of the maximal eigenvector and analyse its convergence. We show that the general theory provides new results and strengthens existing results for various spectral problems for nonnegative tensors.
Cite
@article{arxiv.1702.03230,
title = {The Perron-Frobenius Theorem for Multi-homogeneous Maps},
author = {Antoine Gautier and Francesco Tudisco and Matthias Hein},
journal= {arXiv preprint arXiv:1702.03230},
year = {2017}
}