Corpus ID: 202577805

Near-term quantum algorithms for linear systems of equations

@article{Huang2019NeartermQA,
  title={Near-term quantum algorithms for linear systems of equations},
  author={H. Huang and Kishor Bharti and P. Rebentrost},
  journal={ArXiv},
  year={2019},
  volume={abs/1909.07344}
}

H. Huang, Kishor Bharti, P. Rebentrost

Published 2019

Mathematics, Physics, Computer Science

ArXiv

Solving linear systems of equations is essential for many problems in science and technology, including problems in machine learning. Existing quantum algorithms have demonstrated the potential for large speedups, but the required quantum resources are not immediately available on near-term quantum devices. In this work, we study near-term quantum algorithms for linear systems of equations of the form $Ax = b$. We investigate the use of variational algorithms and analyze their optimization… CONTINUE READING

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