Quantum Circuit Design for Solving Linear Systems of Equations
arXiv:1110.2232 · doi:10.1080/00268976.2012.668289
Abstract
Recently, it is shown that quantum computers can be used for obtaining certain information about the solution of a linear system Ax=b exponentially faster than what is possible with classical computation. Here we first review some key aspects of the algorithm from the standpoint of finding its efficient quantum circuit implementation using only elementary quantum operations, which is important for determining the potential usefulness of the algorithm in practical settings. Then we present a small-scale quantum circuit that solves a 2x2 linear system. The quantum circuit uses only 4 qubits, implying a tempting possibility for experimental realization. Furthermore, the circuit is numerically simulated and its performance under different circuit parameter settings is demonstrated.
7 pages, 3 figures. The errors are corrected. For the general case, discussions are added to account for recent results. The 4x4 example is replaced by a 2x2 one due to recent experimental efforts. The 2x2 example was devised at the time of writing v1 but not included in v1 for brevity
References in corpus (6)
- Quantum algorithm for solving linear systems of equations
- Simulated Quantum Computation of Molecular Energies
- Atomic physics and quantum optics using superconducting circuits
- Superconducting Circuits and Quantum Information
- Synthesis of Quantum Logic Circuits
- Quantum computing applied to calculations of molecular energies: CH2 benchmark
Cited by in corpus (21)
- Solving nonlinear differential equations with differentiable quantum circuits
- Experimental Quantum Computing to Solve Systems of Linear Equations
- Experimental realization of quantum algorithm for solving linear systems of equations
- Solving systems of linear equations on a quantum computer
- Bayesian Deep Learning on a Quantum Computer
- Quantum Phase Estimation with Time-Frequency Qudits in a Single Photon
- Step-by-Step HHL Algorithm Walkthrough to Enhance the Understanding of Critical Quantum Computing Concepts
- Efficient quantum circuit for singular value thresholding
- Hybrid classical-quantum linear solver using Noisy Intermediate-Scale Quantum machines
- Quantum Circuits for partial differential equations via Schrödingerisation
- A Universal Quantum Circuit Scheme For Finding Complex Eigenvalues
- Variational Quantum-Based Simulation of Waveguide Modes
- Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations
- Quantum Circuit Design Methodology for Multiple Linear Regression
- Harrow-Hassidim-Lloyd algorithm without ancilla postselection
- Coherence dynamics in quantum algorithm for linear systems of equations
- Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm
- Study of using Quantum Computer to Solve Poisson Equation in Gate Insulators
- Quantum resources in Harrow-Hassidim-Lloyd algorithm
- Decomposition of Nonlinear Collision Operator in Quantum Lattice Boltzmann Algorithm
- Approximative lookup-tables and arbitrary function rotations for facilitating NISQ-implementations of the HHL and beyond