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arxiv 1910.14596 v4 pith:2U2ZWJ2R submitted 2019-10-31 quant-ph cs.NAmath.NA

Optimal polynomial based quantum eigenstate filtering with application to solving quantum linear systems

classification quant-ph cs.NAmath.NA
keywords quantumalgorithmeigenstatealgorithmsepsilonfilteringkappalinear
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We present a quantum eigenstate filtering algorithm based on quantum signal processing (QSP) and minimax polynomials. The algorithm allows us to efficiently prepare a target eigenstate of a given Hamiltonian, if we have access to an initial state with non-trivial overlap with the target eigenstate and have a reasonable lower bound for the spectral gap. We apply this algorithm to the quantum linear system problem (QLSP), and present two algorithms based on quantum adiabatic computing (AQC) and quantum Zeno effect respectively. Both algorithms prepare the final solution as a pure state, and achieves the near optimal $\mathcal{\widetilde{O}}(d\kappa\log(1/\epsilon))$ query complexity for a $d$-sparse matrix, where $\kappa$ is the condition number, and $\epsilon$ is the desired precision. Neither algorithm uses phase estimation or amplitude amplification.

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Cited by 10 Pith papers

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