Trotter error bounds and dynamic multi-product formulas for Hamiltonian simulation

Sergiy Zhuk, Niall F. Robertson, Sergey Bravyi
{"title":"Trotter error bounds and dynamic multi-product formulas for Hamiltonian simulation","authors":"Sergiy Zhuk, Niall F. Robertson, Sergey Bravyi","doi":"10.1103/physrevresearch.6.033309","DOIUrl":null,"url":null,"abstract":"Multi-product formulas (MPFs) are linear combinations of Trotter circuits offering high-quality simulation of Hamiltonian time evolution with fewer Trotter steps. Here we report two contributions aimed at making multi-product formulas more viable for near-term quantum simulations. First, we extend the theory of Trotter error with commutator scaling developed by Childs <i>et al.</i> [A. M. Childs <i>et al.</i>, <span>Phys. Rev. X</span> <b>11</b>, 011020 (2021)] to multi-product formulas. Our result implies that multi-product formulas can achieve a quadratic reduction of Trotter error in 1-norm (nuclear norm) on arbitrary time intervals compared with the regular product formulas without increasing the required circuit depth or qubit connectivity. The number of circuit repetitions grows only by a constant factor. Second, we introduce dynamic multi-product formulas with time-dependent coefficients chosen to minimize a certain efficiently computable proxy for the Trotter error. We use a minimax estimation method to make dynamic multi-product formulas robust to uncertainty from algorithmic errors, sampling, and hardware noise. We call this method the minimax MPF and we provide a rigorous bound on its error.","PeriodicalId":20546,"journal":{"name":"Physical Review Research","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physical Review Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1103/physrevresearch.6.033309","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Multi-product formulas (MPFs) are linear combinations of Trotter circuits offering high-quality simulation of Hamiltonian time evolution with fewer Trotter steps. Here we report two contributions aimed at making multi-product formulas more viable for near-term quantum simulations. First, we extend the theory of Trotter error with commutator scaling developed by Childs et al. [A. M. Childs et al., Phys. Rev. X 11, 011020 (2021)] to multi-product formulas. Our result implies that multi-product formulas can achieve a quadratic reduction of Trotter error in 1-norm (nuclear norm) on arbitrary time intervals compared with the regular product formulas without increasing the required circuit depth or qubit connectivity. The number of circuit repetitions grows only by a constant factor. Second, we introduce dynamic multi-product formulas with time-dependent coefficients chosen to minimize a certain efficiently computable proxy for the Trotter error. We use a minimax estimation method to make dynamic multi-product formulas robust to uncertainty from algorithmic errors, sampling, and hardware noise. We call this method the minimax MPF and we provide a rigorous bound on its error.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
哈密顿模拟的特洛特误差边界和动态多乘积公式
多乘积公式(MPF)是特罗特电路的线性组合,能以较少的特罗特步骤高质量地模拟哈密尔顿时间演化。我们在此报告两项贡献,旨在使多积公式在近期量子模拟中更加可行。首先,我们将 Childs 等人[A. M. Childs 等人,Phys. Rev. X 11, 011020 (2021)]开发的具有换向器缩放的特罗特误差理论扩展到多乘积公式。我们的结果意味着,与常规乘积公式相比,多乘积公式可以在任意时间间隔上实现 1-正态(核正态)特罗特误差的四次方减少,而无需增加所需的电路深度或量子比特连接性。电路重复次数只增加一个常数因子。其次,我们引入了动态多乘积公式,并选择了随时间变化的系数,以最小化某种可有效计算的特罗特误差代理。我们采用最小估计法,使动态多乘法公式对算法误差、采样和硬件噪声带来的不确定性具有鲁棒性。我们称这种方法为 minimax MPF,并为其误差提供了严格的约束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
8.60
自引率
0.00%
发文量
0
期刊最新文献
Explosive percolation in finite dimensions Iterative site percolation on triangular lattice Hydrodynamic hovering of swimming bacteria above surfaces Comparison of estimation limits for quantum two-parameter estimation Measurements of extended magnetic fields in laser-solid interaction
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1