Exact results on matrix inversion polynomials

ORAL

Abstract

The quantum singular value transformation (QSVT) allows for the implementation of certain polynomial functions of matrices on quantum computers. Of particular importance are matrix inversion polynomials: uniform polynomial approximants of the function 1/x on appropriate domains, whose application via the QSVT achieves numerical inversion of matrices. We present a number of exact and explicit results for matrix inversion polynomials, including representations in terms of classical orthogonal polynomials, uniform error bounds in both non-asymptotic and asymptotic regimes. Our results are supplemented by numerical studies of matrix inversion polynomials obtained via the Remez algorithm

*Innovate UK (grant reference 10071684)

Publication: Exact results on matrix inversion polynomials (in preparation)

Presenters

  • Adnaan Walayat

    • Riverlane Ltd

Authors

  • Adnaan Walayat

    • Riverlane Ltd
  • Bjorn K Berntson

    • Riverlane Ltd
  • Zalán Németh

    • Riverlane Ltd
  • Andrew Patterson

    • Riverlane Ltd
  • Christoph Sünderhauf

    • Riverlane
    • Riverlane Ltd.
    • Riverlane Ltd