Dynamics of products of nonnegative matrices
Sachindranath Jayaraman, Yogesh Kumar Prajapaty, Shrihari Sridharan

TL;DR
This paper investigates the dynamic behavior of products of nonnegative matrices, extending classical Perron-Frobenius results to complex matrix products and exploring their periodic points through advanced mathematical mappings.
Contribution
It generalizes Perron-Frobenius theory to products of multiple nonnegative matrices associated with words, including infinite sequences, and links these dynamics to exponential and logarithm maps on the positive orthant.
Findings
Extended Perron-Frobenius consequences to matrix products.
Connected periodic points of subhomogeneous maps with matrix product dynamics.
Provided a framework for analyzing infinite matrix product sequences.
Abstract
The aim of this manuscript is to understand the dynamics of products of nonnegative matrices. We extend a well known consequence of the Perron-Frobenius theorem on the periodic points of a nonnegative matrix to products of finitely many nonnegative matrices associated to a word and later to products of nonnegative matrices associated to a word, possibly of infinite length. We also make use of an appropriate definition of the exponential map and the logarithm map on the positive orthant of and explore the relationship between the periodic points of certain subhomogeneous maps defined through the above functions and the periodic points of matrix products, mentioned above.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMatrix Theory and Algorithms · Advanced Topics in Algebra · Graph theory and applications
