English

On the complexity of matrix Putinar's Positivstellensatz

Optimization and Control 2024-12-30 v2

Abstract

This paper studies the complexity of matrix Putinar's Positivstellens{\"a}tz on the semialgebraic set that is given by the polynomial matrix inequality. \rev{When the quadratic module generated by the constrained polynomial matrix is Archimedean}, we prove a polynomial bound on the degrees of terms appearing in the representation of matrix Putinar's Positivstellens{\"a}tz. Estimates on the exponent and constant are given. As a byproduct, a polynomial bound on the convergence rate of matrix sum-of-squares relaxations is obtained, which resolves an open question raised by Dinh and Pham. When the constraining set is unbounded, we also prove a similar bound for the matrix version of Putinar--Vasilescu's Positivstellens{\"a}tz by exploiting homogenization techniques.

Keywords

Cite

@article{arxiv.2406.13980,
  title  = {On the complexity of matrix Putinar's Positivstellensatz},
  author = {Lei Huang},
  journal= {arXiv preprint arXiv:2406.13980},
  year   = {2024}
}