Theory of Trotter Error with Commutator Scaling

The Lie-Trotter formula, together with its higher-order generalizations, provides a direct approach to decomposing the exponential of a sum of operators. Despite significant effort, the error scaling of such product formulas remains poorly understood. We develop a theory of Trotter error that overco...

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Main Authors: Andrew M. Childs, Yuan Su, Minh C. Tran, Nathan Wiebe, Shuchen Zhu
Format: Article
Language:English
Published: American Physical Society 2021-02-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.11.011020
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spelling doaj-0f379eec97814cbbbfe28873fb53ab682021-02-12T00:12:43ZengAmerican Physical SocietyPhysical Review X2160-33082021-02-0111101102010.1103/PhysRevX.11.011020Theory of Trotter Error with Commutator ScalingAndrew M. ChildsYuan SuMinh C. TranNathan WiebeShuchen ZhuThe Lie-Trotter formula, together with its higher-order generalizations, provides a direct approach to decomposing the exponential of a sum of operators. Despite significant effort, the error scaling of such product formulas remains poorly understood. We develop a theory of Trotter error that overcomes the limitations of prior approaches based on truncating the Baker-Campbell-Hausdorff expansion. Our analysis directly exploits the commutativity of operator summands, producing tighter error bounds for both real- and imaginary-time evolutions. Whereas previous work achieves similar goals for systems with geometric locality or Lie-algebraic structure, our approach holds, in general. We give a host of improved algorithms for digital quantum simulation and quantum Monte Carlo methods, including simulations of second-quantized plane-wave electronic structure, k-local Hamiltonians, rapidly decaying power-law interactions, clustered Hamiltonians, the transverse field Ising model, and quantum ferromagnets, nearly matching or even outperforming the best previous results. We obtain further speedups using the fact that product formulas can preserve the locality of the simulated system. Specifically, we show that local observables can be simulated with complexity independent of the system size for power-law interacting systems, which implies a Lieb-Robinson bound as a by-product. Our analysis reproduces known tight bounds for first- and second-order formulas. Our higher-order bound overestimates the complexity of simulating a one-dimensional Heisenberg model with an even-odd ordering of terms by only a factor of 5, and it is close to tight for power-law interactions and other orderings of terms. This result suggests that our theory can accurately characterize Trotter error in terms of both asymptotic scaling and constant prefactor.http://doi.org/10.1103/PhysRevX.11.011020
collection DOAJ
language English
format Article
sources DOAJ
author Andrew M. Childs
Yuan Su
Minh C. Tran
Nathan Wiebe
Shuchen Zhu
spellingShingle Andrew M. Childs
Yuan Su
Minh C. Tran
Nathan Wiebe
Shuchen Zhu
Theory of Trotter Error with Commutator Scaling
Physical Review X
author_facet Andrew M. Childs
Yuan Su
Minh C. Tran
Nathan Wiebe
Shuchen Zhu
author_sort Andrew M. Childs
title Theory of Trotter Error with Commutator Scaling
title_short Theory of Trotter Error with Commutator Scaling
title_full Theory of Trotter Error with Commutator Scaling
title_fullStr Theory of Trotter Error with Commutator Scaling
title_full_unstemmed Theory of Trotter Error with Commutator Scaling
title_sort theory of trotter error with commutator scaling
publisher American Physical Society
series Physical Review X
issn 2160-3308
publishDate 2021-02-01
description The Lie-Trotter formula, together with its higher-order generalizations, provides a direct approach to decomposing the exponential of a sum of operators. Despite significant effort, the error scaling of such product formulas remains poorly understood. We develop a theory of Trotter error that overcomes the limitations of prior approaches based on truncating the Baker-Campbell-Hausdorff expansion. Our analysis directly exploits the commutativity of operator summands, producing tighter error bounds for both real- and imaginary-time evolutions. Whereas previous work achieves similar goals for systems with geometric locality or Lie-algebraic structure, our approach holds, in general. We give a host of improved algorithms for digital quantum simulation and quantum Monte Carlo methods, including simulations of second-quantized plane-wave electronic structure, k-local Hamiltonians, rapidly decaying power-law interactions, clustered Hamiltonians, the transverse field Ising model, and quantum ferromagnets, nearly matching or even outperforming the best previous results. We obtain further speedups using the fact that product formulas can preserve the locality of the simulated system. Specifically, we show that local observables can be simulated with complexity independent of the system size for power-law interacting systems, which implies a Lieb-Robinson bound as a by-product. Our analysis reproduces known tight bounds for first- and second-order formulas. Our higher-order bound overestimates the complexity of simulating a one-dimensional Heisenberg model with an even-odd ordering of terms by only a factor of 5, and it is close to tight for power-law interactions and other orderings of terms. This result suggests that our theory can accurately characterize Trotter error in terms of both asymptotic scaling and constant prefactor.
url http://doi.org/10.1103/PhysRevX.11.011020
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