On the spectral properties of nonsingular matrices that are strictly sign-regular for some order with applications to totally positive discrete-time systems

TL;DR

This paper investigates the spectral characteristics of nonsingular matrices that are strictly sign-regular for a specific order, revealing their eigenvalue properties and applying these findings to analyze the stability and asymptotic behavior of totally positive discrete-time systems.

Contribution

It introduces new spectral results for SSR_k matrices and develops the concept of totally positive discrete-time systems, extending continuous-time theories to discrete-time dynamics.

Findings

Product of first k eigenvalues is real and sign-consistent with minors

Linear combinations of eigenvectors exhibit specific sign patterns

Periodic TPDTS trajectories converge to periodic solutions

Abstract

A matrix is called strictly sign-regular of order $k$ (denoted by $SSR_k$) if all its $k\times k$ minors are non-zero and have the same sign. For example, totally positive matrices, i.e., matrices with all minors positive, are $SSR_k$ for all $k$. Another important subclass are those that are $SSR_k$ for all odd $k$. Such matrices have interesting sign variation diminishing properties, and it has been recently shown that they play an important role in the analysis of certain nonlinear cooperative dynamical systems. In this paper, the spectral properties of nonsingular matrices that are $SSR_k$ for a specific value $k$ are studied. One of the results is that the product of the first $k$ eigenvalues is real and of the same sign as the $k\times k$ minors, and that linear combinations of certain eigenvectors have specific sign patterns. It is then shown how known results for matrices that are $SSR_k$ for several values of $k$ can be derived from these spectral properties. Using these theoretical results, the notion of a totally positive discrete-time system (TPDTS) is introduced. This may be regarded as the discrete-time analogue of the important notion of a totally positive differential system, introduced by Schwarz in 1970. The asymptotic behavior of time-invariant and time-varying TPDTSs is analyzed, and it is shown that every trajectory of a periodic time-varying TPDTS converges to a periodic solution.