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Redefining Lexicographical Ordering: Optimizing Pauli String Decompositions for Quantum Compiling

arXiv
Authors: Qunsheng Huang, David Winderl, Arianne Meijer-van de Griend, Richie Yeung

Year

2024

Paper ID

64736

Status

Preprint

Abstract Read

~2 min

Abstract Words

157

Citations

N/A

Abstract

In quantum computing, the efficient optimization of Pauli string decompositions is a crucial aspect for the compilation of quantum circuits for many applications, such as chemistry simulations and quantum machine learning. In this paper, we propose a novel algorithm for the synthesis of trotterized time-evolution operators that results in circuits with significantly fewer gates than previous solutions. Our synthesis procedure takes the qubit connectivity of a target quantum computer into account. As a result, the generated quantum circuit does not require routing, and no additional CNOT gates are needed to run the resulting circuit on a target device. We compare our algorithm against Paulihedral and TKET, and show a significant improvement for randomized circuits and different molecular ansatzes. We also investigate the Trotter error introduced by our ordering of the terms in the Hamiltonian versus default ordering and the ordering from the baseline methods and conclude that our method on average does not increase the Trotter error.

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  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
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  • In quantum computing, the efficient optimization of Pauli string decompositions is a crucial aspect for the compilation of quantum circuits for many applications, such as...

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