The Perron-Frobenius theorem for homogeneous, monotone functions
@article{Gaubert2001ThePT, title={The Perron-Frobenius theorem for homogeneous, monotone functions}, author={St{\'e}phane Gaubert and Jeremy Gunawardena}, journal={Transactions of the American Mathematical Society}, year={2001}, volume={356}, pages={4931-4950} }
If A is a nonnegative matrix whose associated directed graph is strongly connected, the Perron-Frobenius theorem asserts that A has an eigenvector in the positive cone, (R + ) n . We associate a directed graph to any homogeneous, monotone function, f: (R + ) n → (R + ) n , and show that if the graph is strongly connected, then f has a (nonlinear) eigenvector in (R + ) n . Several results in the literature emerge as corollaries. Our methods show that the Perron-Frobenius theorem is really about…
162 Citations
Positivity Stochastic nonlinear Perron – Frobenius theorem
- Mathematics
We establish a stochastic nonlinear analogue of the Perron–Frobenius theorem on eigenvalues and eigenvectors of positive matrices. The result is formulated in terms of an automorphism T of a…
A unified approach to nonlinear Perron-Frobenius theory
- Mathematics
- 2021
Let f : R >0 → R >0 be an order-preserving and homogeneous function. We show that the set of eigenvectors of f in R >0 is nonempty and bounded in Hilbert’s projective metric if and only if f…
The Perron-Frobenius theorem for multi-homogeneous maps
- Mathematics
- 2017
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…
Convergence of iterates in nonlinear Perron-Frobenius theory
- MathematicsDiscrete and Continuous Dynamical Systems - B
- 2022
. Let C be a closed cone with nonempty interior C ◦ in a Banach space. Let f : C ◦ → C ◦ be an order-preserving subhomogeneous function with a fixed point in C ◦ . We introduce a condition which…
The Perron-Frobenius Theorem for Multihomogeneous Mappings
- MathematicsSIAM J. Matrix Anal. Appl.
- 2019
A remarkable extension of the nonlinear Perron-Frobenius theory to the multi-dimensional case is provided and poses the basis for several improvements and a deeper understanding of the current spectral theory for nonnegative tensors.
A max version of Perron--Frobenius theorem for nonnegative tensor
- Mathematics
- 2015
. In this paper we generalize the max algebra system of nonnegative matrices to the class of nonnegative tensors and derive its fundamental properties. If A ∈ (cid:60) [ m,n ] + is a nonnegative…
References
SHOWING 1-10 OF 52 REFERENCES
The Contraction Mapping Approach to the Perron-Frobenius Theory: Why Hilbert's Metric?
- MathematicsMath. Oper. Res.
- 1982
The Perron-Frobenius Theorem says that if A is a nonnegative square matrix some power of which is positive, then there exists an x0 such that Anx/‖Anx‖ converges to xn for all x > 0. There are many…
On the existence of cycle times for some non-expansive maps
- Mathematics
- 1995
We consider functions F : R n ! R n which are homogeneous and nonexpansive in thè 1 norm. We refer to these as topical functions. We study the existence of the cycle time vector (F) = lim k!1 F k (~…
Invariant Half-Lines of Nonexpansive Piecewise-Linear Transformations
- MathematicsMath. Oper. Res.
- 1980
It is shown that if f is a nonexpansive piecewise-linear mapping of Rm into itself, there exists a unique half-line that f maps into itself and such that restriction of f thereto is a translation.…
Extension of order-preserving maps on a cone
- MathematicsProceedings of the Royal Society of Edinburgh: Section A Mathematics
- 2003
We examine the problem of extending, in a natural way, order-preserving maps that are defined on the interior of a closed cone K1 (taking values in another closed cone K2) to the whole of K1. We give…
A NON-LINEAR HIERARCHY FOR DISCRETE EVENT DYNAMICAL SYSTEMS
- Mathematics
- 1998
nonexpansive maps, fixed points, cycle time Dynamical systems of monotone homogeneous functions appear in Markov decision theory, in discrete event systems and in Perron-Frobenius theory. We consider…