English

Quantum Algorithm for Matrix Logarithm by Integral Formula

Numerical Analysis 2021-11-18 v1 Numerical Analysis Quantum Physics

Abstract

The matrix logarithm is one of the important matrix functions. Recently, a quantum algorithm that computes the state f|f\rangle corresponding to matrix-vector product f(A)bf(A)b is proposed in [Takahira, et al. Quantum algorithm for matrix functions by Cauchy's integral formula, QIC, Vol.20, No.1\&2, pp.14-36, 2020]. However, it can not be applied to matrix logarithm. In this paper, we propose a quantum algorithm, which uses LCU method and block-encoding technique as subroutines, to compute the state f=log(A)b/log(A)b|f\rangle = \log(A)|b\rangle / \|\log(A)|b\rangle\| corresponding to log(A)b\log(A)b via the integral representation of log(A)\log(A) and the Gauss-Legendre quadrature rule.

Keywords

Cite

@article{arxiv.2111.08914,
  title  = {Quantum Algorithm for Matrix Logarithm by Integral Formula},
  author = {Songling Zhang and Hua Xiang},
  journal= {arXiv preprint arXiv:2111.08914},
  year   = {2021}
}
R2 v1 2026-06-24T07:41:41.638Z