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Efficiently constructing a quantum uniform superposition over bit strings near a binary linear code

Quantum Physics 2024-04-26 v1

Abstract

We demonstrate that a high fidelity approximation to Ψb| \Psi_b \rangle, the quantum superposition over all bit strings within Hamming distance bb of the codewords of a dimension-kk linear code over Z2n\mathbb{Z}_2^n, can be efficiently constructed by a quantum circuit for large values of nn, bb and kk which we characterize. We do numerical experiments at n=1000n=1000 which back up our claims. The achievable radius bb is much larger than the distance out to which known classical algorithms can efficiently find the nearest codeword. Hence, these states cannot be prepared by quantum constuctions that require uncomputing to find the codeword nearest a string. Unlike the analogous states for lattices in Rn\mathbb{R}^n, Ψb|\Psi_b \rangle is not a useful resource for bounded distance decoding because the relevant overlap falls off too quickly with distance and known classical algorithms do better. Furthermore the overlap calculation can be dequantized. Perhaps these states could be used to solve other code problems. The technique used to construct these states is of interest and hopefully will have applications beyond codes.

Keywords

Cite

@article{arxiv.2404.16129,
  title  = {Efficiently constructing a quantum uniform superposition over bit strings near a binary linear code},
  author = {Edward Farhi and Stephen P. Jordan},
  journal= {arXiv preprint arXiv:2404.16129},
  year   = {2024}
}

Comments

32 pages, 9 figures