BINARY OPTIMAL CONTROL OF SINGLE-FLUX-QUANTUM PULSE SEQUENCES

被引:2
|
作者
Vogt, Ryan H. [1 ]
Petersson, N. Anders [1 ]
机构
[1] LLNL, Ctr Appl Sci Comp, Livermore, CA 94550 USA
关键词
ODE-constrained optimization; integer optimal control; quantum mechanics; nonlinear programming; OPTIMIZATION; ALGORITHMS; CONVEXIFICATION;
D O I
10.1137/21M142808X
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce a binary, relaxed gradient, trust-region method for optimizing pulse sequences for single flux quanta control of a quantum computer. The pulse sequences are optimized with the goal of realizing unitary gate transformations. Each pulse has a fixed amplitude and duration. We model this process as a binary optimal control problem, constrained by Schrodinger's equation, where the binary variables indicate whether each pulse is on or off. We introduce a first-order trust-region method, which takes advantage of a relaxed gradient to determine an optimal pulse sequence that minimizes the gate infidelity, while also suppressing leakage to higher energy levels. The proposed algorithm has a computational complexity of O (p log(p)), where p is the number of pulses in the sequence. We present numerical results for the H and X gates, where the optimized pulse sequences give gate fidelities better than 99:9%, in approximate to 25 trust-region iterations.
引用
收藏
页码:3217 / 3236
页数:20
相关论文
共 50 条
  • [21] Pulse-Density-Modulated Microwave Generator Using Single-Flux-Quantum Circuits for Controlling Qubits
    Kunihiro, Akira
    Yamanashi, Yuki
    Yoshikawa, Nobuyuki
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2023, 33 (05)
  • [22] Design and Fabrication of Low-Power Single-Flux-Quantum Circuits Toward Quantum Bit Control
    Tanaka, Masamitsu
    Kitagawa, Yoshihiro
    Satoh, Tetsuro
    Yamamoto, Tsuyoshi
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2023, 33 (05)
  • [23] Design of Binary Convolution Operation Circuit for Binarized Neural Networks Using Single-Flux-Quantum Circuit
    Li, Zongyuan
    Yamanashi, Yuki
    Yoshikawa, Nobuyuki
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2022, 32 (04)
  • [24] Thermally-fluctuated single-flux-quantum pulse intervals reflected in input-output characteristics of a double-flux-quantum amplifier
    Mizugaki, Yoshinao
    Urai, Yoshiaki
    Shimada, Hiroshi
    29TH INTERNATIONAL SYMPOSIUM ON SUPERCONDUCTIVITY, 2017, 871
  • [25] Design and Operation of 64-Fold Variable Single-Flux-Quantum Pulse-Number Multiplier
    Mizugaki, Yoshinao
    Saito, Jun
    Moriya, Masataka
    Maezawa, Masaaki
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2011, 21 (06) : 3604 - 3607
  • [26] Quantitative evaluation of the single-flux-quantum cross/bar switch
    Yamada, T
    Yoshida, M
    Hanai, T
    Fujimaki, A
    Hayakawa, H
    Kameda, Y
    Yorozu, S
    Terai, H
    Yoshikawa, N
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2005, 15 (02) : 324 - 327
  • [27] Design of a datapath for single-flux-quantum microprocessors with multiple ALUs
    Tanaka, M
    Kondo, T
    Kawamoto, T
    Kamiya, Y
    Fujiwara, K
    Yamanashi, Y
    Akimoto, A
    Fujimaki, A
    Yoshikawa, N
    Terai, H
    Yorozu, S
    PHYSICA C-SUPERCONDUCTIVITY AND ITS APPLICATIONS, 2005, 426 : 1693 - 1698
  • [28] Electro-optic measurements of single-flux-quantum pulses
    Wang, CC
    Currie, M
    JacobsPerkins, D
    Sobolewski, R
    Hsiang, TY
    Feldman, MJ
    APPLIED SUPERCONDUCTIVITY 1995, VOLS. 1 AND 2: VOL 1: PLENARY TALKS AND HIGH CURRENT APPLICATIONS; VOL 2: SMALL SCALE APPLICATIONS, 1995, 148 : 787 - 791
  • [29] Design of the speedup buffer for the single-flux-quantum network switch
    Hanai, T
    Matsumoto, T
    Yorozu, S
    Kameda, Y
    Terai, H
    Yoshikawa, N
    Fujimaki, A
    Hayakawa, H
    SUPERCONDUCTOR SCIENCE & TECHNOLOGY, 2003, 16 (12): : 1452 - 1455
  • [30] 4-BIT RAPID SINGLE-FLUX-QUANTUM DECODER
    KIRICHENKO, AF
    SEMENOV, VK
    KWONG, YK
    NANDAKUMAR, V
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 1995, 5 (02) : 2857 - 2860