English

On marginal growth rates of matrix products

Optimization and Control 2022-09-02 v1

Abstract

In this article we consider the maximum possible growth rate of sequences of long products of d×dd \times d matrices all of which are drawn from some specified compact set which has been normalised so as to have joint spectral radius equal to 11. We define the marginal instability rate sequence associated to such a set to be the sequence of real numbers whose nthn^{th} entry is the norm of the largest product of length nn, and study the general properties of sequences of this form. We describe how new marginal instability rate sequences can be constructed from old ones, extend an earlier example of Protasov and Jungers to obtain marginal instability rate sequences whose limit superior rate of growth matches various non-integer powers of nn, and investigate the relationship between marginal instability rate sequences arising from finite sets of matrices and those arising from sets of matrices with cardinality 22. We also give the first example of a finite set whose marginal instability rate sequence is asymptotically similar to a polynomial with non-integer exponent. Previous examples had this property only along a subsequence.

Keywords

Cite

@article{arxiv.2209.00449,
  title  = {On marginal growth rates of matrix products},
  author = {Jonah Varney and Ian D. Morris},
  journal= {arXiv preprint arXiv:2209.00449},
  year   = {2022}
}