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Computing Eigenvalues of Diagonalizable Matrices on aQuantum Computer

delete2022-07-07
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OA
AI
C
Changpeng Shao *
DOI:10.1145/3527845delete
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摘要

摘要

En 中文
Computing eigenvalues of matrices is ubiquitous in numerical linear algebra problems. Currently, fast quantum algorithms for estimating eigenvalues of Hermitian and unitary matrices are known. However, the general case is far from fully understood in the quantum case. Based on a quantum algorithm for solving linear ordinary differential equations, we show how to estimate the eigenvalues of diagonalizable matrices that only have real eigenvalues. The output is a superposition of the eigenpairs, and the overall complexity is polylog in the dimension for sparse matrices. Under an assumption, we extend the algorithm to diagonalizable matrices with complex eigenvalues.
Keyword:
Quantum algorithm
eigenvalue problem
quantum phase estimation

期刊

A
ACM Transactions on Quantum Computing
IF:
6.8
论文数:
542
被引数:
508

机构

U
University of Bristol
学者数:
3.1W
论文数: 3.0W
被引数: 5.3W
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